🐦 Twitter Post Details

Viewing enriched Twitter post

@iScienceLuvr

a good set of tips for GRPO RL training in @willccbb's verifiers repo https://t.co/8iw7TlQ0pQ

Media 1

📊 Media Metadata

{
  "media": [
    {
      "type": "image",
      "url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1936375947575632102/media_0.jpg?",
      "filename": "media_0.jpg"
    }
  ],
  "nlp": {
    "sentiment": "positive",
    "topics": [
      "training tips",
      "GRPO RL",
      "verifiers repo"
    ],
    "entities": [
      "willccbb"
    ],
    "summary": "The tweet shares positive feedback about useful training tips found in a specific repository.",
    "language": "en",
    "processed_at": "2025-08-07T10:51:54.981877"
  }
}

🔧 Raw API Response

{
  "data": {
    "threaded_conversation_with_injections_v2": {
      "instructions": [
        {
          "type": "TimelineClearCache"
        },
        {
          "type": "TimelineAddEntries",
          "entries": [
            {
              "entryId": "tweet-1936375947575632102",
              "sortIndex": "1953499341398212608",
              "content": {
                "entryType": "TimelineTimelineItem",
                "__typename": "TimelineTimelineItem",
                "itemContent": {
                  "itemType": "TimelineTweet",
                  "__typename": "TimelineTweet",
                  "tweet_results": {
                    "result": {
                      "__typename": "Tweet",
                      "rest_id": "1936375947575632102",
                      "has_birdwatch_notes": false,
                      "core": {
                        "user_results": {
                          "result": {
                            "__typename": "User",
                            "id": "VXNlcjo0NDE0NjU3NTE=",
                            "rest_id": "441465751",
                            "affiliates_highlighted_label": {},
                            "has_graduated_access": true,
                            "is_blue_verified": true,
                            "profile_image_shape": "Circle",
                            "legacy": {
                              "can_dm": true,
                              "can_media_tag": true,
                              "created_at": "Tue Dec 20 03:45:50 +0000 2011",
                              "default_profile": false,
                              "default_profile_image": false,
                              "description": "CEO @SophontAI |\nPhD at 19 (2023) |\nFounder, ex CEO @MedARC_AI |\nex Research Director Stability AI | \nBiomed. engineer @ 14 |\nTEDx talk➡https://t.co/xPxwKTq6Qb",
                              "entities": {
                                "description": {
                                  "urls": [
                                    {
                                      "display_url": "bit.ly/3tpAuan",
                                      "expanded_url": "https://bit.ly/3tpAuan",
                                      "url": "https://t.co/xPxwKTq6Qb",
                                      "indices": [
                                        136,
                                        159
                                      ]
                                    }
                                  ]
                                },
                                "url": {
                                  "urls": [
                                    {
                                      "display_url": "sophontai.com",
                                      "expanded_url": "https://sophontai.com",
                                      "url": "https://t.co/uQ936JTZf1",
                                      "indices": [
                                        0,
                                        23
                                      ]
                                    }
                                  ]
                                }
                              },
                              "fast_followers_count": 0,
                              "favourites_count": 104318,
                              "followers_count": 79713,
                              "friends_count": 1237,
                              "has_custom_timelines": true,
                              "is_translator": false,
                              "listed_count": 1177,
                              "location": "",
                              "media_count": 2407,
                              "name": "Tanishq Mathew Abraham, Ph.D.",
                              "normal_followers_count": 79713,
                              "pinned_tweet_ids_str": [
                                "1952221233648718307"
                              ],
                              "possibly_sensitive": false,
                              "profile_banner_url": "https://pbs.twimg.com/profile_banners/441465751/1738204246",
                              "profile_image_url_https": "https://pbs.twimg.com/profile_images/1913710019729821696/Qge4zx6u_normal.jpg",
                              "profile_interstitial_type": "",
                              "screen_name": "iScienceLuvr",
                              "statuses_count": 17687,
                              "translator_type": "none",
                              "url": "https://t.co/uQ936JTZf1",
                              "verified": false,
                              "want_retweets": false,
                              "withheld_in_countries": []
                            },
                            "professional": {
                              "rest_id": "1534109693131362304",
                              "professional_type": "Creator",
                              "category": [
                                {
                                  "id": 713,
                                  "name": "Science & Technology",
                                  "icon_name": ""
                                }
                              ]
                            },
                            "tipjar_settings": {}
                          }
                        }
                      },
                      "unmention_data": {},
                      "edit_control": {
                        "edit_tweet_ids": [
                          "1936375947575632102"
                        ],
                        "editable_until_msecs": "1750506576000",
                        "is_edit_eligible": true,
                        "edits_remaining": "5"
                      },
                      "is_translatable": false,
                      "views": {
                        "count": "44065",
                        "state": "EnabledWithCount"
                      },
                      "source": "<a href=\"https://mobile.twitter.com\" rel=\"nofollow\">Twitter Web App</a>",
                      "legacy": {
                        "bookmark_count": 742,
                        "bookmarked": false,
                        "created_at": "Sat Jun 21 10:49:36 +0000 2025",
                        "conversation_id_str": "1936375947575632102",
                        "display_text_range": [
                          0,
                          70
                        ],
                        "entities": {
                          "hashtags": [],
                          "media": [
                            {
                              "display_url": "pic.x.com/8iw7TlQ0pQ",
                              "expanded_url": "https://x.com/iScienceLuvr/status/1936375947575632102/photo/1",
                              "id_str": "1936375941808230400",
                              "indices": [
                                71,
                                94
                              ],
                              "media_key": "3_1936375941808230400",
                              "media_url_https": "https://pbs.twimg.com/media/Gt9jqOMXkAAjbCv.jpg",
                              "type": "photo",
                              "url": "https://t.co/8iw7TlQ0pQ",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1200,
                                  "w": 1010,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1200,
                                  "w": 1010,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 680,
                                  "w": 572,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1200,
                                "width": 1010,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 634,
                                    "w": 1010,
                                    "h": 566
                                  },
                                  {
                                    "x": 0,
                                    "y": 190,
                                    "w": 1010,
                                    "h": 1010
                                  },
                                  {
                                    "x": 0,
                                    "y": 49,
                                    "w": 1010,
                                    "h": 1151
                                  },
                                  {
                                    "x": 270,
                                    "y": 0,
                                    "w": 600,
                                    "h": 1200
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1010,
                                    "h": 1200
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1936375941808230400"
                                }
                              }
                            }
                          ],
                          "symbols": [],
                          "timestamps": [],
                          "urls": [],
                          "user_mentions": [
                            {
                              "id_str": "3064259332",
                              "name": "will brown",
                              "screen_name": "willccbb",
                              "indices": [
                                44,
                                53
                              ]
                            }
                          ]
                        },
                        "extended_entities": {
                          "media": [
                            {
                              "display_url": "pic.x.com/8iw7TlQ0pQ",
                              "expanded_url": "https://x.com/iScienceLuvr/status/1936375947575632102/photo/1",
                              "id_str": "1936375941808230400",
                              "indices": [
                                71,
                                94
                              ],
                              "media_key": "3_1936375941808230400",
                              "media_url_https": "https://pbs.twimg.com/media/Gt9jqOMXkAAjbCv.jpg",
                              "type": "photo",
                              "url": "https://t.co/8iw7TlQ0pQ",
                              "ext_media_availability": {
                                "status": "Available"
                              },
                              "features": {
                                "large": {
                                  "faces": []
                                },
                                "medium": {
                                  "faces": []
                                },
                                "small": {
                                  "faces": []
                                },
                                "orig": {
                                  "faces": []
                                }
                              },
                              "sizes": {
                                "large": {
                                  "h": 1200,
                                  "w": 1010,
                                  "resize": "fit"
                                },
                                "medium": {
                                  "h": 1200,
                                  "w": 1010,
                                  "resize": "fit"
                                },
                                "small": {
                                  "h": 680,
                                  "w": 572,
                                  "resize": "fit"
                                },
                                "thumb": {
                                  "h": 150,
                                  "w": 150,
                                  "resize": "crop"
                                }
                              },
                              "original_info": {
                                "height": 1200,
                                "width": 1010,
                                "focus_rects": [
                                  {
                                    "x": 0,
                                    "y": 634,
                                    "w": 1010,
                                    "h": 566
                                  },
                                  {
                                    "x": 0,
                                    "y": 190,
                                    "w": 1010,
                                    "h": 1010
                                  },
                                  {
                                    "x": 0,
                                    "y": 49,
                                    "w": 1010,
                                    "h": 1151
                                  },
                                  {
                                    "x": 270,
                                    "y": 0,
                                    "w": 600,
                                    "h": 1200
                                  },
                                  {
                                    "x": 0,
                                    "y": 0,
                                    "w": 1010,
                                    "h": 1200
                                  }
                                ]
                              },
                              "allow_download_status": {
                                "allow_download": true
                              },
                              "media_results": {
                                "result": {
                                  "media_key": "3_1936375941808230400"
                                }
                              }
                            }
                          ]
                        },
                        "favorite_count": 596,
                        "favorited": false,
                        "full_text": "a good set of tips for GRPO RL  training in @willccbb's verifiers repo https://t.co/8iw7TlQ0pQ",
                        "is_quote_status": false,
                        "lang": "en",
                        "possibly_sensitive": false,
                        "possibly_sensitive_editable": true,
                        "quote_count": 0,
                        "reply_count": 9,
                        "retweet_count": 62,
                        "retweeted": false,
                        "user_id_str": "441465751",
                        "id_str": "1936375947575632102"
                      },
                      "quick_promote_eligibility": {
                        "eligibility": "IneligibleNotProfessional"
                      }
                    }
                  },
                  "tweetDisplayType": "Tweet"
                },
                "clientEventInfo": {
                  "component": "tweet",
                  "element": "tweet"
                }
              }
            },
            {
              "entryId": "conversationthread-1936641301765824571",
              "sortIndex": "1953499341398212598",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1936641301765824571-tweet-1936641301765824571",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1936641301765824571",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo4NTM4NzM0ODM4NjM5MDgzNTI=",
                                  "rest_id": "853873483863908352",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Mon Apr 17 07:31:17 +0000 2017",
                                    "default_profile": true,
                                    "default_profile_image": true,
                                    "description": "",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 37,
                                    "followers_count": 9,
                                    "friends_count": 102,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 0,
                                    "name": "Avinash Kumar",
                                    "normal_followers_count": 9,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_image_url_https": "https://abs.twimg.com/sticky/default_profile_images/default_profile_normal.png",
                                    "profile_interstitial_type": "",
                                    "screen_name": "avinash_0604",
                                    "statuses_count": 86,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1936641301765824571"
                              ],
                              "editable_until_msecs": "1750569842000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "486",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sun Jun 22 04:24:02 +0000 2025",
                              "conversation_id_str": "1936375947575632102",
                              "display_text_range": [
                                24,
                                52
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "441465751",
                                    "name": "Tanishq Abraham back from ICML",
                                    "screen_name": "iScienceLuvr",
                                    "indices": [
                                      0,
                                      13
                                    ]
                                  },
                                  {
                                    "id_str": "3064259332",
                                    "name": "will brown",
                                    "screen_name": "willccbb",
                                    "indices": [
                                      14,
                                      23
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@iScienceLuvr @willccbb where can i access the repo?",
                              "in_reply_to_screen_name": "iScienceLuvr",
                              "in_reply_to_status_id_str": "1936375947575632102",
                              "in_reply_to_user_id_str": "441465751",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "853873483863908352",
                              "id_str": "1936641301765824571"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  },
                  {
                    "entryId": "conversationthread-1936641301765824571-tweet-1936642083537998002",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1936642083537998002",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjo0NDE0NjU3NTE=",
                                  "rest_id": "441465751",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": true,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Tue Dec 20 03:45:50 +0000 2011",
                                    "default_profile": false,
                                    "default_profile_image": false,
                                    "description": "CEO @SophontAI |\nPhD at 19 (2023) |\nFounder, ex CEO @MedARC_AI |\nex Research Director Stability AI | \nBiomed. engineer @ 14 |\nTEDx talk➡https://t.co/xPxwKTq6Qb",
                                    "entities": {
                                      "description": {
                                        "urls": [
                                          {
                                            "display_url": "bit.ly/3tpAuan",
                                            "expanded_url": "https://bit.ly/3tpAuan",
                                            "url": "https://t.co/xPxwKTq6Qb",
                                            "indices": [
                                              136,
                                              159
                                            ]
                                          }
                                        ]
                                      },
                                      "url": {
                                        "urls": [
                                          {
                                            "display_url": "sophontai.com",
                                            "expanded_url": "https://sophontai.com",
                                            "url": "https://t.co/uQ936JTZf1",
                                            "indices": [
                                              0,
                                              23
                                            ]
                                          }
                                        ]
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 104318,
                                    "followers_count": 79713,
                                    "friends_count": 1237,
                                    "has_custom_timelines": true,
                                    "is_translator": false,
                                    "listed_count": 1177,
                                    "location": "",
                                    "media_count": 2407,
                                    "name": "Tanishq Mathew Abraham, Ph.D.",
                                    "normal_followers_count": 79713,
                                    "pinned_tweet_ids_str": [
                                      "1952221233648718307"
                                    ],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/441465751/1738204246",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1913710019729821696/Qge4zx6u_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "iScienceLuvr",
                                    "statuses_count": 17687,
                                    "translator_type": "none",
                                    "url": "https://t.co/uQ936JTZf1",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1534109693131362304",
                                    "professional_type": "Creator",
                                    "category": [
                                      {
                                        "id": 713,
                                        "name": "Science & Technology",
                                        "icon_name": ""
                                      }
                                    ]
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "card": {
                              "rest_id": "https://t.co/kxo8k2ERQs",
                              "legacy": {
                                "binding_values": [
                                  {
                                    "key": "photo_image_full_size_large",
                                    "value": {
                                      "image_value": {
                                        "height": 419,
                                        "width": 800,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=800x419"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image",
                                    "value": {
                                      "image_value": {
                                        "height": 200,
                                        "width": 400,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=400x400"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "description",
                                    "value": {
                                      "string_value": "Verifiers for LLM Reinforcement Learning. Contribute to willccbb/verifiers development by creating an account on GitHub.",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "domain",
                                    "value": {
                                      "string_value": "github.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_large",
                                    "value": {
                                      "image_value": {
                                        "height": 300,
                                        "width": 600,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=600x600"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_small",
                                    "value": {
                                      "image_value": {
                                        "height": 202,
                                        "width": 386,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=386x202"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_original",
                                    "value": {
                                      "image_value": {
                                        "height": 600,
                                        "width": 1200,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "site",
                                    "value": {
                                      "scribe_key": "publisher_id",
                                      "type": "USER",
                                      "user_value": {
                                        "id_str": "13334762",
                                        "path": []
                                      }
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_small",
                                    "value": {
                                      "image_value": {
                                        "height": 202,
                                        "width": 386,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=386x202"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_large",
                                    "value": {
                                      "image_value": {
                                        "height": 419,
                                        "width": 800,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=800x419"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_small",
                                    "value": {
                                      "image_value": {
                                        "height": 72,
                                        "width": 144,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=144x144"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 600,
                                        "width": 1200,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_original",
                                    "value": {
                                      "image_value": {
                                        "height": 600,
                                        "width": 1200,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_alt_text",
                                    "value": {
                                      "string_value": "Verifiers for LLM Reinforcement Learning. Contribute to willccbb/verifiers development by creating an account on GitHub.",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "vanity_url",
                                    "value": {
                                      "scribe_key": "vanity_url",
                                      "string_value": "github.com",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size",
                                    "value": {
                                      "image_value": {
                                        "height": 314,
                                        "width": 600,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=600x314"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_alt_text",
                                    "value": {
                                      "string_value": "Verifiers for LLM Reinforcement Learning. Contribute to willccbb/verifiers development by creating an account on GitHub.",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "thumbnail_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 255,
                                              "green": 255,
                                              "red": 255
                                            },
                                            "percentage": 91.63
                                          },
                                          {
                                            "rgb": {
                                              "blue": 166,
                                              "green": 115,
                                              "red": 53
                                            },
                                            "percentage": 4.69
                                          },
                                          {
                                            "rgb": {
                                              "blue": 118,
                                              "green": 113,
                                              "red": 108
                                            },
                                            "percentage": 2.16
                                          },
                                          {
                                            "rgb": {
                                              "blue": 51,
                                              "green": 52,
                                              "red": 54
                                            },
                                            "percentage": 1.29
                                          },
                                          {
                                            "rgb": {
                                              "blue": 128,
                                              "green": 157,
                                              "red": 207
                                            },
                                            "percentage": 0.24
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "title",
                                    "value": {
                                      "string_value": "GitHub - willccbb/verifiers: Verifiers for LLM Reinforcement Learning",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 255,
                                              "green": 255,
                                              "red": 255
                                            },
                                            "percentage": 91.63
                                          },
                                          {
                                            "rgb": {
                                              "blue": 166,
                                              "green": 115,
                                              "red": 53
                                            },
                                            "percentage": 4.69
                                          },
                                          {
                                            "rgb": {
                                              "blue": 118,
                                              "green": 113,
                                              "red": 108
                                            },
                                            "percentage": 2.16
                                          },
                                          {
                                            "rgb": {
                                              "blue": 51,
                                              "green": 52,
                                              "red": 54
                                            },
                                            "percentage": 1.29
                                          },
                                          {
                                            "rgb": {
                                              "blue": 128,
                                              "green": 157,
                                              "red": 207
                                            },
                                            "percentage": 0.24
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 600,
                                        "width": 1200,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image",
                                    "value": {
                                      "image_value": {
                                        "height": 314,
                                        "width": 600,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=600x314"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_color",
                                    "value": {
                                      "image_color_value": {
                                        "palette": [
                                          {
                                            "rgb": {
                                              "blue": 255,
                                              "green": 255,
                                              "red": 255
                                            },
                                            "percentage": 91.63
                                          },
                                          {
                                            "rgb": {
                                              "blue": 166,
                                              "green": 115,
                                              "red": 53
                                            },
                                            "percentage": 4.69
                                          },
                                          {
                                            "rgb": {
                                              "blue": 118,
                                              "green": 113,
                                              "red": 108
                                            },
                                            "percentage": 2.16
                                          },
                                          {
                                            "rgb": {
                                              "blue": 51,
                                              "green": 52,
                                              "red": 54
                                            },
                                            "percentage": 1.29
                                          },
                                          {
                                            "rgb": {
                                              "blue": 128,
                                              "green": 157,
                                              "red": 207
                                            },
                                            "percentage": 0.24
                                          }
                                        ]
                                      },
                                      "type": "IMAGE_COLOR"
                                    }
                                  },
                                  {
                                    "key": "photo_image_full_size_x_large",
                                    "value": {
                                      "image_value": {
                                        "height": 600,
                                        "width": 1200,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=png&name=2048x2048_2_exp"
                                      },
                                      "type": "IMAGE"
                                    }
                                  },
                                  {
                                    "key": "card_url",
                                    "value": {
                                      "scribe_key": "card_url",
                                      "string_value": "https://t.co/kxo8k2ERQs",
                                      "type": "STRING"
                                    }
                                  },
                                  {
                                    "key": "summary_photo_image_original",
                                    "value": {
                                      "image_value": {
                                        "height": 600,
                                        "width": 1200,
                                        "url": "https://pbs.twimg.com/card_img/1952315446230990848/vx9s3WZD?format=jpg&name=orig"
                                      },
                                      "type": "IMAGE"
                                    }
                                  }
                                ],
                                "card_platform": {
                                  "platform": {
                                    "audience": {
                                      "name": "production"
                                    },
                                    "device": {
                                      "name": "Android",
                                      "version": "12"
                                    }
                                  }
                                },
                                "name": "summary_large_image",
                                "url": "https://t.co/kxo8k2ERQs",
                                "user_refs_results": [
                                  {
                                    "result": {
                                      "__typename": "User",
                                      "id": "VXNlcjoxMzMzNDc2Mg==",
                                      "rest_id": "13334762",
                                      "affiliates_highlighted_label": {},
                                      "has_graduated_access": true,
                                      "is_blue_verified": true,
                                      "profile_image_shape": "Square",
                                      "legacy": {
                                        "can_dm": false,
                                        "can_media_tag": true,
                                        "created_at": "Mon Feb 11 04:41:50 +0000 2008",
                                        "default_profile": false,
                                        "default_profile_image": false,
                                        "description": "The AI-powered developer platform to build, scale, and deliver secure software.",
                                        "entities": {
                                          "description": {
                                            "urls": []
                                          },
                                          "url": {
                                            "urls": [
                                              {
                                                "display_url": "github.com",
                                                "expanded_url": "http://github.com",
                                                "url": "https://t.co/bbJgfyzcJR",
                                                "indices": [
                                                  0,
                                                  23
                                                ]
                                              }
                                            ]
                                          }
                                        },
                                        "fast_followers_count": 0,
                                        "favourites_count": 8194,
                                        "followers_count": 2636925,
                                        "friends_count": 327,
                                        "has_custom_timelines": true,
                                        "is_translator": false,
                                        "listed_count": 17991,
                                        "location": "San Francisco, CA",
                                        "media_count": 2711,
                                        "name": "GitHub",
                                        "normal_followers_count": 2636925,
                                        "pinned_tweet_ids_str": [],
                                        "possibly_sensitive": false,
                                        "profile_banner_url": "https://pbs.twimg.com/profile_banners/13334762/1747774520",
                                        "profile_image_url_https": "https://pbs.twimg.com/profile_images/1633247750010830848/8zfRrYjA_normal.png",
                                        "profile_interstitial_type": "",
                                        "screen_name": "github",
                                        "statuses_count": 9839,
                                        "translator_type": "none",
                                        "url": "https://t.co/bbJgfyzcJR",
                                        "verified": false,
                                        "verified_type": "Business",
                                        "want_retweets": false,
                                        "withheld_in_countries": []
                                      },
                                      "tipjar_settings": {}
                                    }
                                  }
                                ]
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1936642083537998002"
                              ],
                              "editable_until_msecs": "1750570028000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "367",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>",
                            "legacy": {
                              "bookmark_count": 1,
                              "bookmarked": false,
                              "created_at": "Sun Jun 22 04:27:08 +0000 2025",
                              "conversation_id_str": "1936375947575632102",
                              "display_text_range": [
                                24,
                                47
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [
                                  {
                                    "display_url": "github.com/willccbb/verif…",
                                    "expanded_url": "https://github.com/willccbb/verifiers",
                                    "url": "https://t.co/kxo8k2ERQs",
                                    "indices": [
                                      24,
                                      47
                                    ]
                                  }
                                ],
                                "user_mentions": [
                                  {
                                    "id_str": "853873483863908352",
                                    "name": "Avinash Kumar",
                                    "screen_name": "avinash_0604",
                                    "indices": [
                                      0,
                                      13
                                    ]
                                  },
                                  {
                                    "id_str": "3064259332",
                                    "name": "will brown",
                                    "screen_name": "willccbb",
                                    "indices": [
                                      14,
                                      23
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@avinash_0604 @willccbb https://t.co/kxo8k2ERQs",
                              "in_reply_to_screen_name": "avinash_0604",
                              "in_reply_to_status_id_str": "1936641301765824571",
                              "in_reply_to_user_id_str": "853873483863908352",
                              "is_quote_status": false,
                              "lang": "qme",
                              "possibly_sensitive": false,
                              "possibly_sensitive_editable": true,
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "441465751",
                              "id_str": "1936642083537998002"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  },
                  {
                    "entryId": "conversationthread-1936641301765824571-cursor-showmore-1269899077",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTimelineCursor",
                        "__typename": "TimelineTimelineCursor",
                        "value": "DAABCwABAAAAMEVtUEM2d0FBQUFNL2dHSk4wdkdwL0FBQUFBSWE0RlVBMFJvZ094cmdWYmJXV3RDeQgAAgAAAAYKAAMa4FUA0RogOw8ABAoAAAACGuBVANEaIDsa4FW21lrQsgAA",
                        "cursorType": "ShowMore",
                        "displayTreatment": {
                          "actionText": "Show replies"
                        }
                      },
                      "clientEventInfo": {
                        "component": "cursor",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1936642443820372423"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1936399766935499003",
              "sortIndex": "1953499341398212588",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1936399766935499003-tweet-1936399766935499003",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "TweetTombstone",
                            "tombstone": {
                              "__typename": "TextTombstone",
                              "text": {
                                "rtl": false,
                                "text": "This Post is unavailable. Learn more",
                                "entities": [
                                  {
                                    "fromIndex": 26,
                                    "toIndex": 36,
                                    "ref": {
                                      "type": "TimelineUrl",
                                      "url": "https://help.twitter.com/rules-and-policies/notices-on-twitter",
                                      "urlType": "ExternalUrl"
                                    }
                                  }
                                ]
                              }
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1936399766935499003"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1936408370564808846",
              "sortIndex": "1953499341398212578",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1936408370564808846-tweet-1936408370564808846",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1936408370564808846",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNTE3ODAwNzY0MDYzNzYwMzg0",
                                  "rest_id": "1517800764063760384",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": true,
                                    "can_media_tag": true,
                                    "created_at": "Sat Apr 23 09:41:25 +0000 2022",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "data engineer, ai grad student",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 1902,
                                    "followers_count": 44,
                                    "friends_count": 105,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 0,
                                    "location": "",
                                    "media_count": 16,
                                    "name": "johann",
                                    "normal_followers_count": 44,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1517800764063760384/1750802858",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1927015248050941952/xoHGXKdM_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "vaelev",
                                    "statuses_count": 569,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "professional": {
                                    "rest_id": "1595165656487497751",
                                    "professional_type": "Creator",
                                    "category": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1936408370564808846"
                              ],
                              "editable_until_msecs": "1750514306000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "602",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 21 12:58:26 +0000 2025",
                              "conversation_id_str": "1936375947575632102",
                              "display_text_range": [
                                24,
                                100
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "441465751",
                                    "name": "Tanishq Mathew Abraham, Ph.D.",
                                    "screen_name": "iScienceLuvr",
                                    "indices": [
                                      0,
                                      13
                                    ]
                                  },
                                  {
                                    "id_str": "3064259332",
                                    "name": "will brown",
                                    "screen_name": "willccbb",
                                    "indices": [
                                      14,
                                      23
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 2,
                              "favorited": false,
                              "full_text": "@iScienceLuvr @willccbb This is the kind of tips I like. Clearly structured, with transparent notes.",
                              "in_reply_to_screen_name": "iScienceLuvr",
                              "in_reply_to_status_id_str": "1936375947575632102",
                              "in_reply_to_user_id_str": "441465751",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 0,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1517800764063760384",
                              "id_str": "1936408370564808846"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1936408370564808846"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "conversationthread-1936462915214922003",
              "sortIndex": "1953499341398212568",
              "content": {
                "entryType": "TimelineTimelineModule",
                "__typename": "TimelineTimelineModule",
                "items": [
                  {
                    "entryId": "conversationthread-1936462915214922003-tweet-1936462915214922003",
                    "item": {
                      "itemContent": {
                        "itemType": "TimelineTweet",
                        "__typename": "TimelineTweet",
                        "tweet_results": {
                          "result": {
                            "__typename": "Tweet",
                            "rest_id": "1936462915214922003",
                            "has_birdwatch_notes": false,
                            "core": {
                              "user_results": {
                                "result": {
                                  "__typename": "User",
                                  "id": "VXNlcjoxNDY1NzcxNDYxNTAzODE1Njg1",
                                  "rest_id": "1465771461503815685",
                                  "affiliates_highlighted_label": {},
                                  "has_graduated_access": true,
                                  "is_blue_verified": false,
                                  "profile_image_shape": "Circle",
                                  "legacy": {
                                    "can_dm": false,
                                    "can_media_tag": true,
                                    "created_at": "Tue Nov 30 19:55:31 +0000 2021",
                                    "default_profile": true,
                                    "default_profile_image": false,
                                    "description": "AI Engineer",
                                    "entities": {
                                      "description": {
                                        "urls": []
                                      }
                                    },
                                    "fast_followers_count": 0,
                                    "favourites_count": 433,
                                    "followers_count": 38,
                                    "friends_count": 111,
                                    "has_custom_timelines": false,
                                    "is_translator": false,
                                    "listed_count": 2,
                                    "location": "Japan",
                                    "media_count": 3,
                                    "name": "lightyagami",
                                    "normal_followers_count": 38,
                                    "pinned_tweet_ids_str": [],
                                    "possibly_sensitive": false,
                                    "profile_banner_url": "https://pbs.twimg.com/profile_banners/1465771461503815685/1749307867",
                                    "profile_image_url_https": "https://pbs.twimg.com/profile_images/1931363247330091010/7UfF667L_normal.jpg",
                                    "profile_interstitial_type": "",
                                    "screen_name": "Reviewer2Ai",
                                    "statuses_count": 74,
                                    "translator_type": "none",
                                    "verified": false,
                                    "want_retweets": false,
                                    "withheld_in_countries": []
                                  },
                                  "tipjar_settings": {}
                                }
                              }
                            },
                            "unmention_data": {},
                            "edit_control": {
                              "edit_tweet_ids": [
                                "1936462915214922003"
                              ],
                              "editable_until_msecs": "1750527311000",
                              "is_edit_eligible": false,
                              "edits_remaining": "5"
                            },
                            "is_translatable": false,
                            "views": {
                              "count": "511",
                              "state": "EnabledWithCount"
                            },
                            "source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
                            "legacy": {
                              "bookmark_count": 0,
                              "bookmarked": false,
                              "created_at": "Sat Jun 21 16:35:11 +0000 2025",
                              "conversation_id_str": "1936375947575632102",
                              "display_text_range": [
                                24,
                                70
                              ],
                              "entities": {
                                "hashtags": [],
                                "symbols": [],
                                "timestamps": [],
                                "urls": [],
                                "user_mentions": [
                                  {
                                    "id_str": "441465751",
                                    "name": "Tanishq Mathew Abraham, Ph.D.",
                                    "screen_name": "iScienceLuvr",
                                    "indices": [
                                      0,
                                      13
                                    ]
                                  },
                                  {
                                    "id_str": "3064259332",
                                    "name": "will brown",
                                    "screen_name": "willccbb",
                                    "indices": [
                                      14,
                                      23
                                    ]
                                  }
                                ]
                              },
                              "favorite_count": 0,
                              "favorited": false,
                              "full_text": "@iScienceLuvr @willccbb tricks for? like what sota model did he build?",
                              "in_reply_to_screen_name": "iScienceLuvr",
                              "in_reply_to_status_id_str": "1936375947575632102",
                              "in_reply_to_user_id_str": "441465751",
                              "is_quote_status": false,
                              "lang": "en",
                              "quote_count": 0,
                              "reply_count": 1,
                              "retweet_count": 0,
                              "retweeted": false,
                              "user_id_str": "1465771461503815685",
                              "id_str": "1936462915214922003"
                            },
                            "quick_promote_eligibility": {
                              "eligibility": "IneligibleNotProfessional"
                            }
                          }
                        },
                        "tweetDisplayType": "Tweet"
                      },
                      "clientEventInfo": {
                        "component": "tweet",
                        "element": "tweet",
                        "details": {
                          "conversationDetails": {
                            "conversationSection": "HighQuality"
                          },
                          "timelinesDetails": {
                            "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                          }
                        }
                      }
                    }
                  }
                ],
                "metadata": {
                  "conversationMetadata": {
                    "allTweetIds": [
                      "1936462915214922003"
                    ],
                    "enableDeduplication": true
                  }
                },
                "displayType": "VerticalConversation",
                "clientEventInfo": {
                  "component": "tweet",
                  "details": {
                    "conversationDetails": {
                      "conversationSection": "HighQuality"
                    },
                    "timelinesDetails": {
                      "controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
                    }
                  }
                }
              }
            },
            {
              "entryId": "cursor-bottom-1953499341398212567",
              "sortIndex": "1953499341398212567",
              "content": {
                "entryType": "TimelineTimelineCursor",
                "__typename": "TimelineTimelineCursor",
                "value": "DAAFCgABGxw5TQj__9ULAAIAAABcRW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFZYTMyT3FPdHNnNWhyZmVWUWJWdkQ3R3VCVkFORWFJRHNhMzdMQzlocFJFeHJnVmJiV1d0Q3lHdCtCSjB1YndJND0IAAMAAAACAAA",
                "cursorType": "Bottom"
              }
            }
          ]
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Top"
        },
        {
          "type": "TimelineTerminateTimeline",
          "direction": "Bottom"
        }
      ],
      "metadata": {
        "scribeConfig": {
          "page": "ranked_replies"
        }
      }
    }
  }
}