Triple

T6477969
Position Surface form Disambiguated ID Type / Status
Subject 2Pacalypse Now E146119 entity
Predicate producer P490 FINISHED
Object Atron Gregory
Atron Gregory is a music industry executive and artist manager best known for helping launch Tupac Shakur’s early career.
E596942 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: Atron Gregory | Statement: [2Pacalypse Now, producer, Atron Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atron Gregory
Context triple: [2Pacalypse Now, producer, Atron Gregory]
  • A. Duncan Idaho
    Duncan Idaho is a skilled and charismatic swordmaster and loyal Atreides warrior in the Dune universe, renowned for his combat prowess and unwavering devotion to House Atreides.
  • B. Lazlo Biggs
    Lazlo Biggs is the child of American actor Jason Biggs.
  • C. Adric
    Adric is a young, mathematically gifted alien companion of the Fourth and Fifth Doctors in the classic British science fiction series Doctor Who.
  • D. Rowarth
    Rowarth is a small rural village in the High Peak district of Derbyshire, England, known for its scenic countryside setting on the edge of the Peak District.
  • E. Garazeb Orrelios
    Garazeb "Zeb" Orrelios is a Lasat warrior and member of the Ghost crew in Star Wars Rebels, known for his strength, loyalty, and gruff but humorous personality.
  • 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: Atron Gregory
Triple: [2Pacalypse Now, producer, Atron Gregory]
Generated description
Atron Gregory is a music industry executive and artist manager best known for helping launch Tupac Shakur’s early career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atron Gregory
Target entity description: Atron Gregory is a music industry executive and artist manager best known for helping launch Tupac Shakur’s early career.
  • A. Duncan Idaho
    Duncan Idaho is a skilled and charismatic swordmaster and loyal Atreides warrior in the Dune universe, renowned for his combat prowess and unwavering devotion to House Atreides.
  • B. Lazlo Biggs
    Lazlo Biggs is the child of American actor Jason Biggs.
  • C. Adric
    Adric is a young, mathematically gifted alien companion of the Fourth and Fifth Doctors in the classic British science fiction series Doctor Who.
  • D. Rowarth
    Rowarth is a small rural village in the High Peak district of Derbyshire, England, known for its scenic countryside setting on the edge of the Peak District.
  • E. Garazeb Orrelios
    Garazeb "Zeb" Orrelios is a Lasat warrior and member of the Ghost crew in Star Wars Rebels, known for his strength, loyalty, and gruff but humorous personality.
  • 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_69c653a7f348819091bca6b582ad230d 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.