@HamelHusain
Why do you recommend binary (pass/fail) evaluations instead of 1-5 ratings (Likert scales) for applied evals? Links in reply https://t.co/wCi78dH8J2
🐦 Twitter Post Details
Viewing enriched Twitter post
📊 Media Metadata
{
"media": [
{
"type": "image",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1929192233838018648/media_0.jpg?",
"filename": "media_0.jpg"
}
],
"nlp": {
"sentiment": "neutral",
"topics": [
"evaluation methods",
"binary evaluations",
"Likert scales"
],
"entities": [],
"summary": "The tweet questions the preference for binary evaluations over Likert scales in applied evaluations.",
"language": "en",
"processed_at": "2025-08-07T11:27:12.763621"
}
}🔧 Raw API Response
{
"data": {
"threaded_conversation_with_injections_v2": {
"instructions": [
{
"type": "TimelineClearCache"
},
{
"type": "TimelineAddEntries",
"entries": [
{
"entryId": "tweet-1929192217937330608",
"sortIndex": "1953508226670526464",
"content": {
"entryType": "TimelineTimelineItem",
"__typename": "TimelineTimelineItem",
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1929192217937330608",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo4MjU3NjY2NDA=",
"rest_id": "825766640",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Sat Sep 15 18:45:02 +0000 2012",
"default_profile": false,
"default_profile_image": false,
"description": "Evals evals evals https://t.co/Zrmp6LRd9c\n\nAbout Me: https://t.co/P6WyeKkyTa",
"entities": {
"description": {
"urls": [
{
"display_url": "evals.info",
"expanded_url": "http://evals.info",
"url": "https://t.co/Zrmp6LRd9c",
"indices": [
18,
41
]
},
{
"display_url": "hamel.dev",
"expanded_url": "https://hamel.dev",
"url": "https://t.co/P6WyeKkyTa",
"indices": [
53,
76
]
}
]
},
"url": {
"urls": [
{
"display_url": "evals.info",
"expanded_url": "http://evals.info",
"url": "https://t.co/Zrmp6LRd9c",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 15006,
"followers_count": 37276,
"friends_count": 2185,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 860,
"location": "Looking at the data",
"media_count": 1354,
"name": "Hamel Husain",
"normal_followers_count": 37276,
"pinned_tweet_ids_str": [
"1953244495430205585"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/825766640/1735797063",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1287206199088173057/ixE4fKy1_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "HamelHusain",
"statuses_count": 14383,
"translator_type": "none",
"url": "https://t.co/Zrmp6LRd9c",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1929192217937330608"
],
"editable_until_msecs": "1748793842000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "36550",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://typefully.com/\" rel=\"nofollow\">Typefully</a>",
"legacy": {
"bookmark_count": 226,
"bookmarked": false,
"created_at": "Sun Jun 01 15:04:02 +0000 2025",
"conversation_id_str": "1929192217937330608",
"display_text_range": [
0,
125
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/wCi78dH8J2",
"expanded_url": "https://x.com/HamelHusain/status/1929192217937330608/photo/1",
"id_str": "1929192214686834689",
"indices": [
126,
149
],
"media_key": "3_1929192214686834689",
"media_url_https": "https://pbs.twimg.com/media/GsXeGRPboAEguqP.jpg",
"type": "photo",
"url": "https://t.co/wCi78dH8J2",
"ext_media_availability": {
"status": "Available"
},
"features": {
"all": {
"tags": [
{
"user_id": "2286218053",
"name": "Shreya Shankar",
"screen_name": "sh_reya",
"type": "user"
}
]
},
"large": {
"faces": [
{
"x": 29,
"y": 527,
"h": 50,
"w": 50
}
]
},
"medium": {
"faces": [
{
"x": 26,
"y": 475,
"h": 45,
"w": 45
}
]
},
"small": {
"faces": [
{
"x": 14,
"y": 269,
"h": 25,
"w": 25
}
]
},
"orig": {
"faces": [
{
"x": 29,
"y": 527,
"h": 50,
"w": 50
}
]
}
},
"sizes": {
"large": {
"h": 994,
"w": 1330,
"resize": "fit"
},
"medium": {
"h": 897,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 508,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 994,
"width": 1330,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1330,
"h": 745
},
{
"x": 0,
"y": 0,
"w": 994,
"h": 994
},
{
"x": 0,
"y": 0,
"w": 872,
"h": 994
},
{
"x": 0,
"y": 0,
"w": 497,
"h": 994
},
{
"x": 0,
"y": 0,
"w": 1330,
"h": 994
}
]
},
"media_results": {
"result": {
"media_key": "3_1929192214686834689"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": []
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/wCi78dH8J2",
"expanded_url": "https://x.com/HamelHusain/status/1929192217937330608/photo/1",
"id_str": "1929192214686834689",
"indices": [
126,
149
],
"media_key": "3_1929192214686834689",
"media_url_https": "https://pbs.twimg.com/media/GsXeGRPboAEguqP.jpg",
"type": "photo",
"url": "https://t.co/wCi78dH8J2",
"ext_media_availability": {
"status": "Available"
},
"features": {
"all": {
"tags": [
{
"user_id": "2286218053",
"name": "Shreya Shankar",
"screen_name": "sh_reya",
"type": "user"
}
]
},
"large": {
"faces": [
{
"x": 29,
"y": 527,
"h": 50,
"w": 50
}
]
},
"medium": {
"faces": [
{
"x": 26,
"y": 475,
"h": 45,
"w": 45
}
]
},
"small": {
"faces": [
{
"x": 14,
"y": 269,
"h": 25,
"w": 25
}
]
},
"orig": {
"faces": [
{
"x": 29,
"y": 527,
"h": 50,
"w": 50
}
]
}
},
"sizes": {
"large": {
"h": 994,
"w": 1330,
"resize": "fit"
},
"medium": {
"h": 897,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 508,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 994,
"width": 1330,
"focus_rects": [
{
"x": 0,
"y": 0,
"w": 1330,
"h": 745
},
{
"x": 0,
"y": 0,
"w": 994,
"h": 994
},
{
"x": 0,
"y": 0,
"w": 872,
"h": 994
},
{
"x": 0,
"y": 0,
"w": 497,
"h": 994
},
{
"x": 0,
"y": 0,
"w": 1330,
"h": 994
}
]
},
"media_results": {
"result": {
"media_key": "3_1929192214686834689"
}
}
}
]
},
"favorite_count": 247,
"favorited": false,
"full_text": "Why do you recommend binary (pass/fail) evaluations instead of 1-5 ratings (Likert scales) for applied evals?\n\nLinks in reply https://t.co/wCi78dH8J2",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 7,
"reply_count": 8,
"retweet_count": 21,
"retweeted": false,
"user_id_str": "825766640",
"id_str": "1929192217937330608"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet"
}
}
},
{
"entryId": "tweet-1929192233838018648",
"sortIndex": "1953508226670526454",
"content": {
"entryType": "TimelineTimelineItem",
"__typename": "TimelineTimelineItem",
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1929192233838018648",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo4MjU3NjY2NDA=",
"rest_id": "825766640",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": true,
"can_media_tag": false,
"created_at": "Sat Sep 15 18:45:02 +0000 2012",
"default_profile": false,
"default_profile_image": false,
"description": "Evals evals evals https://t.co/Zrmp6LRd9c\n\nAbout Me: https://t.co/P6WyeKkyTa",
"entities": {
"description": {
"urls": [
{
"display_url": "evals.info",
"expanded_url": "http://evals.info",
"url": "https://t.co/Zrmp6LRd9c",
"indices": [
18,
41
]
},
{
"display_url": "hamel.dev",
"expanded_url": "https://hamel.dev",
"url": "https://t.co/P6WyeKkyTa",
"indices": [
53,
76
]
}
]
},
"url": {
"urls": [
{
"display_url": "evals.info",
"expanded_url": "http://evals.info",
"url": "https://t.co/Zrmp6LRd9c",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 15006,
"followers_count": 37276,
"friends_count": 2185,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 860,
"location": "Looking at the data",
"media_count": 1354,
"name": "Hamel Husain",
"normal_followers_count": 37276,
"pinned_tweet_ids_str": [
"1953244495430205585"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/825766640/1735797063",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1287206199088173057/ixE4fKy1_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "HamelHusain",
"statuses_count": 14383,
"translator_type": "none",
"url": "https://t.co/Zrmp6LRd9c",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1929192233838018648"
],
"editable_until_msecs": "1748793845000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "2279",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://typefully.com/\" rel=\"nofollow\">Typefully</a>",
"legacy": {
"bookmark_count": 12,
"bookmarked": false,
"created_at": "Sun Jun 01 15:04:05 +0000 2025",
"conversation_id_str": "1929192217937330608",
"display_text_range": [
9,
163
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/HHf8JLEioo",
"expanded_url": "https://x.com/HamelHusain/status/1929192233838018648/photo/1",
"id_str": "1929192231401046016",
"indices": [
164,
187
],
"media_key": "3_1929192231401046016",
"media_url_https": "https://pbs.twimg.com/media/GsXeHPgaQAA7I2p.png",
"type": "photo",
"url": "https://t.co/HHf8JLEioo",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 582,
"w": 1120,
"resize": "fit"
},
"medium": {
"h": 582,
"w": 1120,
"resize": "fit"
},
"small": {
"h": 353,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 582,
"width": 1120,
"focus_rects": [
{
"x": 69,
"y": 0,
"w": 1039,
"h": 582
},
{
"x": 297,
"y": 0,
"w": 582,
"h": 582
},
{
"x": 333,
"y": 0,
"w": 511,
"h": 582
},
{
"x": 443,
"y": 0,
"w": 291,
"h": 582
},
{
"x": 0,
"y": 0,
"w": 1120,
"h": 582
}
]
},
"media_results": {
"result": {
"media_key": "3_1929192231401046016"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "hamel.dev/evals-faq",
"expanded_url": "http://hamel.dev/evals-faq",
"url": "https://t.co/zNhs9AizYZ",
"indices": [
26,
49
]
},
{
"display_url": "bit.ly/evals-ai",
"expanded_url": "http://bit.ly/evals-ai",
"url": "https://t.co/dR23WB2cAl",
"indices": [
140,
163
]
}
],
"user_mentions": [
{
"id_str": "2286218053",
"name": "Shreya Shankar",
"screen_name": "sh_reya",
"indices": [
0,
8
]
}
]
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/HHf8JLEioo",
"expanded_url": "https://x.com/HamelHusain/status/1929192233838018648/photo/1",
"id_str": "1929192231401046016",
"indices": [
164,
187
],
"media_key": "3_1929192231401046016",
"media_url_https": "https://pbs.twimg.com/media/GsXeHPgaQAA7I2p.png",
"type": "photo",
"url": "https://t.co/HHf8JLEioo",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 582,
"w": 1120,
"resize": "fit"
},
"medium": {
"h": 582,
"w": 1120,
"resize": "fit"
},
"small": {
"h": 353,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 582,
"width": 1120,
"focus_rects": [
{
"x": 69,
"y": 0,
"w": 1039,
"h": 582
},
{
"x": 297,
"y": 0,
"w": 582,
"h": 582
},
{
"x": 333,
"y": 0,
"w": 511,
"h": 582
},
{
"x": 443,
"y": 0,
"w": 291,
"h": 582
},
{
"x": 0,
"y": 0,
"w": 1120,
"h": 582
}
]
},
"media_results": {
"result": {
"media_key": "3_1929192231401046016"
}
}
}
]
},
"favorite_count": 16,
"favorited": false,
"full_text": "@sh_reya Blog w/the FAQs: https://t.co/zNhs9AizYZ\n\nWe cover this extensively in our course reader (screenshot below). Link to our course: https://t.co/dR23WB2cAl https://t.co/HHf8JLEioo",
"in_reply_to_screen_name": "HamelHusain",
"in_reply_to_status_id_str": "1929192217937330608",
"in_reply_to_user_id_str": "825766640",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 1,
"retweet_count": 2,
"retweeted": false,
"user_id_str": "825766640",
"id_str": "1929192233838018648"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "SelfThread"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet"
}
}
},
{
"entryId": "conversationthread-1929237570354917791",
"sortIndex": "1953508226670526444",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1929237570354917791-tweet-1929237570354917791",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1929237570354917791",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjo4NTEzNzQ1MTg4MTU4NjI3ODU=",
"rest_id": "851374518815862785",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": false,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": false,
"created_at": "Mon Apr 10 10:01:17 +0000 2017",
"default_profile": true,
"default_profile_image": false,
"description": "driving AI adoption with optimism",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "sunnybak.net",
"expanded_url": "https://www.sunnybak.net",
"url": "https://t.co/NDXgSbgy0i",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 304,
"followers_count": 150,
"friends_count": 1091,
"has_custom_timelines": true,
"is_translator": false,
"listed_count": 6,
"location": "San Francisco, CA",
"media_count": 18,
"name": "sunny",
"normal_followers_count": 150,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1578503348977733632/1S9D_Ww-_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "sunnybak_",
"statuses_count": 307,
"translator_type": "none",
"url": "https://t.co/NDXgSbgy0i",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"card": {
"rest_id": "https://t.co/Hn4PObqiSZ",
"legacy": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"height": 147,
"width": 280,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=280x150"
},
"type": "IMAGE"
}
},
{
"key": "description",
"value": {
"string_value": "Precision-Based Sampling for LLM Judges",
"type": "STRING"
}
},
{
"key": "domain",
"value": {
"string_value": "www.sunnybak.net",
"type": "STRING"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"height": 315,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=600x600"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"height": 202,
"width": 386,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=386x202"
},
"type": "IMAGE"
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"height": 419,
"width": 800,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=800x419"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"height": 76,
"width": 144,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=144x144"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=orig"
},
"type": "IMAGE"
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "sunnybak.net",
"type": "STRING"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"height": 314,
"width": 600,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 99.76
},
{
"rgb": {
"blue": 142,
"green": 142,
"red": 142
},
"percentage": 0.24
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "title",
"value": {
"string_value": "How to Add Confidence Intervals to LLM Judges",
"type": "STRING"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 99.76
},
{
"rgb": {
"blue": 142,
"green": 142,
"red": 142
},
"percentage": 0.24
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?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/1951847481752313856/f3OYvilQ?format=png&name=600x314"
},
"type": "IMAGE"
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"rgb": {
"blue": 255,
"green": 255,
"red": 255
},
"percentage": 99.76
},
{
"rgb": {
"blue": 142,
"green": 142,
"red": 142
},
"percentage": 0.24
}
]
},
"type": "IMAGE_COLOR"
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=2048x2048_2_exp"
},
"type": "IMAGE"
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/Hn4PObqiSZ",
"type": "STRING"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"height": 630,
"width": 1200,
"url": "https://pbs.twimg.com/card_img/1951847481752313856/f3OYvilQ?format=png&name=orig"
},
"type": "IMAGE"
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "Android",
"version": "12"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/Hn4PObqiSZ",
"user_refs_results": []
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1929237570354917791"
],
"editable_until_msecs": "1748804654000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "43",
"state": "EnabledWithCount"
},
"source": "<a href=\"http://twitter.com/download/iphone\" rel=\"nofollow\">Twitter for iPhone</a>",
"legacy": {
"bookmark_count": 0,
"bookmarked": false,
"created_at": "Sun Jun 01 18:04:14 +0000 2025",
"conversation_id_str": "1929192217937330608",
"display_text_range": [
22,
262
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "sunnybak.net/blog/precision…",
"expanded_url": "https://www.sunnybak.net/blog/precision-based-sampling",
"url": "https://t.co/Hn4PObqiSZ",
"indices": [
239,
262
]
}
],
"user_mentions": [
{
"id_str": "825766640",
"name": "Hamel Husain",
"screen_name": "HamelHusain",
"indices": [
0,
12
]
},
{
"id_str": "2286218053",
"name": "Shreya Shankar",
"screen_name": "sh_reya",
"indices": [
13,
21
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@HamelHusain @sh_reya Recently wrote a blog on how granularity in your scalar eval score affects reliability of that evaluator. Reducing your scale size quadratically reduces number of samples required for the same reliability threshold!\n\nhttps://t.co/Hn4PObqiSZ",
"in_reply_to_screen_name": "HamelHusain",
"in_reply_to_status_id_str": "1929192233838018648",
"in_reply_to_user_id_str": "825766640",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "851374518815862785",
"id_str": "1929237570354917791"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1929237570354917791"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "cursor-bottom-1953508226670526443",
"sortIndex": "1953508226670526443",
"content": {
"entryType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAAFCgABGxxBYcx__-kLAAIAAAA8RW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFNYXhkNGRpVnVBV0JyR0IxbEVWN0dmR3NYZUdkV2FRYkE9CAADAAAAAgAA",
"cursorType": "Bottom"
}
}
]
},
{
"type": "TimelineTerminateTimeline",
"direction": "Top"
},
{
"type": "TimelineTerminateTimeline",
"direction": "Bottom"
}
],
"metadata": {
"reader_mode_config": {
"is_reader_mode_available": true
},
"scribeConfig": {
"page": "ranked_replies"
}
}
}
}
}