Triple

T10194745
Position Surface form Disambiguated ID Type / Status
Subject Chris Bradley E238132 entity
Predicate creator P184 FINISHED
Object Larry Hama
Larry Hama is an American comic book writer, artist, and editor best known for his influential work on Marvel's G.I. Joe series and contributions to Wolverine and other titles.
E847618 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 Hama | Statement: [Chris Bradley, creator, Larry Hama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Hama
Context triple: [Chris Bradley, creator, Larry Hama]
  • A. Don McGregor
    Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
  • B. John Ostrander
    John Ostrander is an American comic book writer best known for his influential work at DC Comics, including redefining the Suicide Squad and its characters.
  • C. Jerome Weidman
    Jerome Weidman was an American novelist, short story writer, and playwright known for his sharp social observations and contributions to mid-20th-century American literature and theater.
  • D. Jim Starlin
    Jim Starlin is an American comic book writer and artist best known for his influential cosmic Marvel stories, including the creation of Thanos and major arcs featuring characters like Adam Warlock and Captain Marvel.
  • E. Jonathan Hickman
    Jonathan Hickman is an American comic book writer and designer best known for his ambitious, intricately plotted runs at Marvel Comics, including major events like Secret Wars and influential work on titles such as Fantastic Four, Avengers, and X-Men.
  • 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 Hama
Triple: [Chris Bradley, creator, Larry Hama]
Generated description
Larry Hama is an American comic book writer, artist, and editor best known for his influential work on Marvel's G.I. Joe series and contributions to Wolverine and other titles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Hama
Target entity description: Larry Hama is an American comic book writer, artist, and editor best known for his influential work on Marvel's G.I. Joe series and contributions to Wolverine and other titles.
  • A. Don McGregor
    Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
  • B. John Ostrander
    John Ostrander is an American comic book writer best known for his influential work at DC Comics, including redefining the Suicide Squad and its characters.
  • C. Jerome Weidman
    Jerome Weidman was an American novelist, short story writer, and playwright known for his sharp social observations and contributions to mid-20th-century American literature and theater.
  • D. Jim Starlin
    Jim Starlin is an American comic book writer and artist best known for his influential cosmic Marvel stories, including the creation of Thanos and major arcs featuring characters like Adam Warlock and Captain Marvel.
  • E. Jonathan Hickman
    Jonathan Hickman is an American comic book writer and designer best known for his ambitious, intricately plotted runs at Marvel Comics, including major events like Secret Wars and influential work on titles such as Fantastic Four, Avengers, and X-Men.
  • 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_69ca84de1b208190bf17bb305b002605 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdedc7cc748190bceb8f657afcc054 completed April 2, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317dbfb7c819087aafc7161b14707 completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d319670c6c8190b77257340ec8e6d4 completed April 6, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69d31d371e948190ac6d31daad2afbdf completed April 6, 2026, 2:40 a.m.
Created at: March 30, 2026, 9:13 p.m.