Triple
T7168977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twitch Affiliate Program |
E167143
|
entity |
| Predicate | monetizationMethod |
P13615
|
FINISHED |
| Object |
Twitch Bits
Twitch Bits are a virtual currency on the Twitch streaming platform that viewers purchase and use to financially support and interact with streamers through cheering and special chat features.
|
E647153
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Twitch Bits | Statement: [Twitch Affiliate Program, monetizationMethod, Twitch Bits]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twitch Bits Context triple: [Twitch Affiliate Program, monetizationMethod, Twitch Bits]
-
A.
Twitch Prime
Twitch Prime was the former name of Prime Gaming, a premium service that offered Amazon Prime members free monthly Twitch channel subscriptions, in-game loot, and other gaming-related benefits.
-
B.
Super Chat
Super Chat is a YouTube feature that lets viewers pay to highlight their messages during live streams and premieres, providing creators with an additional source of income.
-
C.
Twitch Affiliate Program
The Twitch Affiliate Program is a monetization initiative that allows eligible Twitch streamers to earn revenue through subscriptions, Bits, and game sales while building their channels.
-
D.
Twitch Partner Program
The Twitch Partner Program is a monetization and support initiative that offers eligible Twitch streamers revenue-sharing, advanced channel features, and promotional opportunities in exchange for meeting specific performance and content criteria.
-
E.
Twitch
Twitch is a leading live-streaming platform, best known for video game broadcasting, esports coverage, and interactive content communities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Twitch Bits Triple: [Twitch Affiliate Program, monetizationMethod, Twitch Bits]
Generated description
Twitch Bits are a virtual currency on the Twitch streaming platform that viewers purchase and use to financially support and interact with streamers through cheering and special chat features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twitch Bits Target entity description: Twitch Bits are a virtual currency on the Twitch streaming platform that viewers purchase and use to financially support and interact with streamers through cheering and special chat features.
-
A.
Twitch Prime
Twitch Prime was the former name of Prime Gaming, a premium service that offered Amazon Prime members free monthly Twitch channel subscriptions, in-game loot, and other gaming-related benefits.
-
B.
Super Chat
Super Chat is a YouTube feature that lets viewers pay to highlight their messages during live streams and premieres, providing creators with an additional source of income.
-
C.
Twitch Affiliate Program
The Twitch Affiliate Program is a monetization initiative that allows eligible Twitch streamers to earn revenue through subscriptions, Bits, and game sales while building their channels.
-
D.
Twitch Partner Program
The Twitch Partner Program is a monetization and support initiative that offers eligible Twitch streamers revenue-sharing, advanced channel features, and promotional opportunities in exchange for meeting specific performance and content criteria.
-
E.
Twitch
Twitch is a leading live-streaming platform, best known for video game broadcasting, esports coverage, and interactive content communities.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c68888c10c819095e0383020225758 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e85c606081909f76d76fc5b90bc8 |
completed | March 27, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7b9094a8c81909e9d5b91ec714831 |
completed | March 28, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69c7b9e55f84819099af471a65bb68aa |
completed | March 28, 2026, 11:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ba9317548190946e21c2731d58a7 |
completed | March 28, 2026, 11:25 a.m. |
Created at: March 27, 2026, 2:48 p.m.