Triple

T18611788
Position Surface form Disambiguated ID Type / Status
Subject Transformers: IDW Publishing comics E454908 entity
Predicate notableWriter P10455 FINISHED
Object Simon Furman
Simon Furman is a British comic book writer best known for his influential and long-running work on the Transformers franchise across multiple publishers and continuities.
E1333239 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: Simon Furman | Statement: [Transformers: IDW Publishing comics, notableWriter, Simon Furman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Simon Furman
Context triple: [Transformers: IDW Publishing comics, notableWriter, Simon Furman]
  • A. Michael Jan Friedman
    Michael Jan Friedman is an American science fiction author best known for his numerous Star Trek novels and tie-in works.
  • 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. Alan Ford
    Alan Ford is a British character actor best known for his tough-guy and gangster roles in films by director Guy Ritchie.
  • D. Steve Englehart
    Steve Englehart is an American comic book writer best known for his influential 1970s work at Marvel and DC, including acclaimed runs on titles like Doctor Strange, The Avengers, Captain America, and Batman.
  • E. Tom Brevoort
    Tom Brevoort is a longtime Marvel Comics editor and executive known for overseeing major crossover events and influential series across the Marvel Universe.
  • 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: Simon Furman
Triple: [Transformers: IDW Publishing comics, notableWriter, Simon Furman]
Generated description
Simon Furman is a British comic book writer best known for his influential and long-running work on the Transformers franchise across multiple publishers and continuities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Simon Furman
Target entity description: Simon Furman is a British comic book writer best known for his influential and long-running work on the Transformers franchise across multiple publishers and continuities.
  • A. Michael Jan Friedman
    Michael Jan Friedman is an American science fiction author best known for his numerous Star Trek novels and tie-in works.
  • 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. Alan Ford
    Alan Ford is a British character actor best known for his tough-guy and gangster roles in films by director Guy Ritchie.
  • D. Steve Englehart
    Steve Englehart is an American comic book writer best known for his influential 1970s work at Marvel and DC, including acclaimed runs on titles like Doctor Strange, The Avengers, Captain America, and Batman.
  • E. Tom Brevoort
    Tom Brevoort is a longtime Marvel Comics editor and executive known for overseeing major crossover events and influential series across the Marvel Universe.
  • 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54d01ebd08190b6e646e3a749d7f5 completed April 19, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050389d4f481908463ea2501295b8b completed May 13, 2026, 11:04 p.m.
NEDg Description generation batch_6a05052b41bc819080284bc18db67d5b completed May 13, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a0505cbc11481908e61d90dd64f6212 completed May 13, 2026, 11:14 p.m.
Created at: April 10, 2026, 11:45 a.m.