Triple

T17888096
Position Surface form Disambiguated ID Type / Status
Subject Flashpoint E447245 entity
Predicate artist P184 FINISHED
Object Andy Kubert
Andy Kubert is an American comic book artist renowned for his work at Marvel and DC Comics on titles such as X-Men, Batman, and major crossover events.
 E1299926 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: Andy Kubert | Statement: [Flashpoint, artist, Andy Kubert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andy Kubert
Context triple: [Flashpoint, artist, Andy Kubert]
  • A. Adam Kubert
    Adam Kubert is an American comic book artist renowned for his dynamic work at Marvel Comics on titles such as X-Men, Wolverine, and various major crossover events.
  • B. Andy Diggle
    Andy Diggle is a British comic book writer and former editor known for his work on titles such as "The Losers," "Green Arrow: Year One," and various 2000 AD stories.
  • C. Brian Azzarello
    Brian Azzarello is an American comic book writer best known for his gritty, noir-influenced work on series such as 100 Bullets and numerous titles for DC and its Vertigo imprint.
  • D. Matt Wagner
    Matt Wagner is an American comic book writer and artist best known for creating the series Grendel and Mage and for his influential work across independent and mainstream comics.
  • E. John Cassaday
    John Cassaday is an American comic book artist renowned for his highly detailed, cinematic artwork on titles such as Planetary, Astonishing X-Men, and various Marvel and DC series.
  • 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: Andy Kubert
Triple: [Flashpoint, artist, Andy Kubert]
Generated description
Andy Kubert is an American comic book artist renowned for his work at Marvel and DC Comics on titles such as X-Men, Batman, and major crossover events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andy Kubert
Target entity description: Andy Kubert is an American comic book artist renowned for his work at Marvel and DC Comics on titles such as X-Men, Batman, and major crossover events.
  • A. Adam Kubert
    Adam Kubert is an American comic book artist renowned for his dynamic work at Marvel Comics on titles such as X-Men, Wolverine, and various major crossover events.
  • B. Andy Diggle
    Andy Diggle is a British comic book writer and former editor known for his work on titles such as "The Losers," "Green Arrow: Year One," and various 2000 AD stories.
  • C. Brian Azzarello
    Brian Azzarello is an American comic book writer best known for his gritty, noir-influenced work on series such as 100 Bullets and numerous titles for DC and its Vertigo imprint.
  • D. Matt Wagner
    Matt Wagner is an American comic book writer and artist best known for creating the series Grendel and Mage and for his influential work across independent and mainstream comics.
  • E. John Cassaday
    John Cassaday is an American comic book artist renowned for his highly detailed, cinematic artwork on titles such as Planetary, Astonishing X-Men, and various Marvel and DC series.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c14c4348190bb77712d9eae1d51 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03379bd8d08190b46a72df4502d95c completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca5e4c08190b7de8ab2d4fb8e3b completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033daf5b948190926f2925b8e3cc84 completed May 12, 2026, 2:48 p.m.
Created at: April 10, 2026, 10:18 a.m.