Triple

T13793071
Position Surface form Disambiguated ID Type / Status
Subject AMG E331446 entity
Predicate associatedAct P37 FINISHED
Object The Fixxers
The Fixxers were a short-lived West Coast hip hop duo formed by DJ Quik and AMG, known for their mid-2000s collaborative tracks and production work.
E1061304 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 Fixxers | Statement: [AMG, associatedAct, The Fixxers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Fixxers
Context triple: [AMG, associatedAct, The Fixxers]
  • A. The Fews
    The Fews is a historic region in County Armagh, Northern Ireland, traditionally associated with the Gaelic O'Neill dynasty.
  • B. The Figgs
    The Figgs are an American rock band known for their energetic power-pop sound and long-running career in the indie and alternative rock scenes.
  • C. The Smeezingtons
    The Smeezingtons were a songwriting and production team, best known for crafting pop and R&B hits with Bruno Mars and other major artists in the late 2000s and early 2010s.
  • D. The Beta Band
    The Beta Band was a Scottish experimental rock group known for its eclectic blend of folk, electronic, and psychedelic influences and its strong cult following in the late 1990s and early 2000s.
  • E. The Frustrators
    The Frustrators are an American punk rock side project featuring Green Day bassist Mike Dirnt, known for their irreverent, humorous style and releases on Lookout! Records.
  • 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 Fixxers
Triple: [AMG, associatedAct, The Fixxers]
Generated description
The Fixxers were a short-lived West Coast hip hop duo formed by DJ Quik and AMG, known for their mid-2000s collaborative tracks and production work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Fixxers
Target entity description: The Fixxers were a short-lived West Coast hip hop duo formed by DJ Quik and AMG, known for their mid-2000s collaborative tracks and production work.
  • A. The Fews
    The Fews is a historic region in County Armagh, Northern Ireland, traditionally associated with the Gaelic O'Neill dynasty.
  • B. The Figgs
    The Figgs are an American rock band known for their energetic power-pop sound and long-running career in the indie and alternative rock scenes.
  • C. The Smeezingtons
    The Smeezingtons were a songwriting and production team, best known for crafting pop and R&B hits with Bruno Mars and other major artists in the late 2000s and early 2010s.
  • D. The Beta Band
    The Beta Band was a Scottish experimental rock group known for its eclectic blend of folk, electronic, and psychedelic influences and its strong cult following in the late 1990s and early 2000s.
  • E. The Frustrators
    The Frustrators are an American punk rock side project featuring Green Day bassist Mike Dirnt, known for their irreverent, humorous style and releases on Lookout! Records.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b20f67048190a641527353e3ff43 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.