Triple

T14654651
Position Surface form Disambiguated ID Type / Status
Subject Plague of Frogs E344078 entity
Predicate writer P1360 FINISHED
Object John Arcudi
John Arcudi is an American comic book writer best known for his work on titles like B.P.R.D., The Mask, and various other Dark Horse Comics series.
E1112890 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: John Arcudi | Statement: [Plague of Frogs, writer, John Arcudi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Arcudi
Context triple: [Plague of Frogs, writer, John Arcudi]
  • A. 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.
  • B. 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.
  • C. Rick Remender
    Rick Remender is an American comic book writer known for his work at Marvel and Image Comics, including acclaimed runs on titles like Uncanny X-Force, Fear Agent, and Deadly Class.
  • D. 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.
  • E. Brian K. Vaughan
    Brian K. Vaughan is an American comic book and television writer best known for acclaimed series such as Saga, Y: The Last Man, and his work on shows like Lost.
  • 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: John Arcudi
Triple: [Plague of Frogs, writer, John Arcudi]
Generated description
John Arcudi is an American comic book writer best known for his work on titles like B.P.R.D., The Mask, and various other Dark Horse Comics series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Arcudi
Target entity description: John Arcudi is an American comic book writer best known for his work on titles like B.P.R.D., The Mask, and various other Dark Horse Comics series.
  • A. 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.
  • B. 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.
  • C. Rick Remender
    Rick Remender is an American comic book writer known for his work at Marvel and Image Comics, including acclaimed runs on titles like Uncanny X-Force, Fear Agent, and Deadly Class.
  • D. 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.
  • E. Brian K. Vaughan
    Brian K. Vaughan is an American comic book and television writer best known for acclaimed series such as Saga, Y: The Last Man, and his work on shows like Lost.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb518f7dc8190877997ea4cd3eed2 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5de0b98819094c32765e4cb3f9c completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fddd8d7da481909d38d9390770939c completed May 8, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69fdde23da708190b7eabeed6a9cb169 completed May 8, 2026, 12:59 p.m.
Created at: April 10, 2026, 1:27 a.m.