Triple

T11333082
Position Surface form Disambiguated ID Type / Status
Subject Sage the Gemini E268396 entity
Predicate memberOf P10 FINISHED
Object The HBK Gang
The HBK Gang is a Bay Area hip hop collective known for its upbeat, party-oriented sound and for launching the careers of artists like Sage the Gemini and Iamsu!.
E918174 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: The HBK Gang | Statement: [Sage the Gemini, memberOf, The HBK Gang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The HBK Gang
Context triple: [Sage the Gemini, memberOf, The HBK Gang]
  • A. Hustle Gang
    Hustle Gang is an American hip hop collective and brand founded by rapper T.I., associated with the Atlanta-based label Grand Hustle Records.
  • B. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • C. Nasty Boys
    Nasty Boys were the dominant late-inning relief trio of the early-1990s Cincinnati Reds, famed for their power pitching and key role in the team’s 1990 World Series title.
  • D. Rude Boyz
    Rude Boyz is a Colombian music production duo known for crafting reggaeton and Latin pop hits for major artists such as Shakira and Maluma.
  • E. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • 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: The HBK Gang
Triple: [Sage the Gemini, memberOf, The HBK Gang]
Generated description
The HBK Gang is a Bay Area hip hop collective known for its upbeat, party-oriented sound and for launching the careers of artists like Sage the Gemini and Iamsu!.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The HBK Gang
Target entity description: The HBK Gang is a Bay Area hip hop collective known for its upbeat, party-oriented sound and for launching the careers of artists like Sage the Gemini and Iamsu!.
  • A. Hustle Gang
    Hustle Gang is an American hip hop collective and brand founded by rapper T.I., associated with the Atlanta-based label Grand Hustle Records.
  • B. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • C. Nasty Boys
    Nasty Boys were the dominant late-inning relief trio of the early-1990s Cincinnati Reds, famed for their power pitching and key role in the team’s 1990 World Series title.
  • D. Rude Boyz
    Rude Boyz is a Colombian music production duo known for crafting reggaeton and Latin pop hits for major artists such as Shakira and Maluma.
  • E. Mongoose Gang
    The Mongoose Gang was a notorious paramilitary group in Grenada known for violently suppressing political opposition during Eric Gairy’s rule.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9fe5d5881908d786b212a554d8b completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5263160548190adb7d5c0fd6af0e2 completed April 19, 2026, 7 p.m.
NEDg Description generation batch_69e52c83768c819086ebfd870ad81998 completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531d0ab5881909814160b86c8e76b completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:33 p.m.