Triple

T5550531
Position Surface form Disambiguated ID Type / Status
Subject Matt Bomer E145513 entity
Predicate playedCharacter P1507 FINISHED
Object Larry Trainor / Negative Man
Larry Trainor, also known as Negative Man, is a disfigured former Air Force pilot bonded with a radioactive energy being and a core, emotionally tormented member of DC Comics' Doom Patrol.
E527827 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: Larry Trainor / Negative Man | Statement: [Matt Bomer, playedCharacter, Larry Trainor / Negative Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Trainor / Negative Man
Context triple: [Matt Bomer, playedCharacter, Larry Trainor / Negative Man]
  • A. Darren Cross
    Darren Cross is a Marvel Comics supervillain and the primary antagonist in the film "Ant-Man," where he becomes the armored Yellowjacket after attempting to weaponize Pym Particle technology.
  • B. Absorbing Man
    Absorbing Man is a Marvel Comics supervillain, often depicted as a formidable foe of heroes like Thor and the Hulk, who can magically absorb the properties of anything he touches.
  • C. Guy Gardner
    Guy Gardner is a brash and headstrong member of DC Comics' Green Lantern Corps, known for his bold personality and frequent clashes with both allies and enemies.
  • D. Kurt Wagner
    Kurt Wagner is a fictional Marvel Comics superhero better known as Nightcrawler, a blue-skinned, teleporting mutant and member of the X-Men.
  • E. Maxwell Lord
    Maxwell Lord is a powerful and morally ambiguous DC Comics businessman and manipulator often associated with the Justice League and Wonder Woman.
  • 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: Larry Trainor / Negative Man
Triple: [Matt Bomer, playedCharacter, Larry Trainor / Negative Man]
Generated description
Larry Trainor, also known as Negative Man, is a disfigured former Air Force pilot bonded with a radioactive energy being and a core, emotionally tormented member of DC Comics' Doom Patrol.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Trainor / Negative Man
Target entity description: Larry Trainor, also known as Negative Man, is a disfigured former Air Force pilot bonded with a radioactive energy being and a core, emotionally tormented member of DC Comics' Doom Patrol.
  • A. Darren Cross
    Darren Cross is a Marvel Comics supervillain and the primary antagonist in the film "Ant-Man," where he becomes the armored Yellowjacket after attempting to weaponize Pym Particle technology.
  • B. Absorbing Man
    Absorbing Man is a Marvel Comics supervillain, often depicted as a formidable foe of heroes like Thor and the Hulk, who can magically absorb the properties of anything he touches.
  • C. Guy Gardner
    Guy Gardner is a brash and headstrong member of DC Comics' Green Lantern Corps, known for his bold personality and frequent clashes with both allies and enemies.
  • D. Kurt Wagner
    Kurt Wagner is a fictional Marvel Comics superhero better known as Nightcrawler, a blue-skinned, teleporting mutant and member of the X-Men.
  • E. Maxwell Lord
    Maxwell Lord is a powerful and morally ambiguous DC Comics businessman and manipulator often associated with the Justice League and Wonder Woman.
  • 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_69c008fb879c81909f5bfa56fadc1d46 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fe2aef481909944bc582c1f67a4 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0283101dc8190a52ef2edbb523e78 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c033e0043881908c9fca5138398188 completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c034664c808190b382f7aad0e3149a completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:35 p.m.