Triple

T6478074
Position Surface form Disambiguated ID Type / Status
Subject Me Against the World E146121 entity
Predicate producer P490 FINISHED
Object Sam Bostic
Sam Bostic is an American R&B and hip-hop producer and musician known for his work with prominent West Coast artists, including contributions to 2Pac’s classic album "Me Against the World."
E596965 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: Sam Bostic | Statement: [Me Against the World, producer, Sam Bostic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sam Bostic
Context triple: [Me Against the World, producer, Sam Bostic]
  • A. Trey Burton
    Trey Burton is an American former NFL tight end best known for throwing the touchdown pass to Nick Foles on the famous "Philly Special" trick play in Super Bowl LII.
  • B. Sam Bromell
    Sam Bromell is a screenwriter best known for co-writing Baz Luhrmann’s 2022 biographical musical film "Elvis."
  • C. Taalib Johnson
    Taalib Johnson is an American R&B and neo soul singer-songwriter best known by his stage name Musiq Soulchild.
  • D. Justin Farmer
    Justin Farmer is an American television news anchor and journalist known for his work with WSB-TV in Atlanta.
  • E. Bestor Robinson
    Bestor Robinson was an American mountaineer, attorney, and conservationist known for pioneering climbs in the American Southwest and his leadership in the Sierra Club.
  • 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: Sam Bostic
Triple: [Me Against the World, producer, Sam Bostic]
Generated description
Sam Bostic is an American R&B and hip-hop producer and musician known for his work with prominent West Coast artists, including contributions to 2Pac’s classic album "Me Against the World."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sam Bostic
Target entity description: Sam Bostic is an American R&B and hip-hop producer and musician known for his work with prominent West Coast artists, including contributions to 2Pac’s classic album "Me Against the World."
  • A. Trey Burton
    Trey Burton is an American former NFL tight end best known for throwing the touchdown pass to Nick Foles on the famous "Philly Special" trick play in Super Bowl LII.
  • B. Sam Bromell
    Sam Bromell is a screenwriter best known for co-writing Baz Luhrmann’s 2022 biographical musical film "Elvis."
  • C. Taalib Johnson
    Taalib Johnson is an American R&B and neo soul singer-songwriter best known by his stage name Musiq Soulchild.
  • D. Justin Farmer
    Justin Farmer is an American television news anchor and journalist known for his work with WSB-TV in Atlanta.
  • E. Bestor Robinson
    Bestor Robinson was an American mountaineer, attorney, and conservationist known for pioneering climbs in the American Southwest and his leadership in the Sierra Club.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.