Triple

T14876972
Position Surface form Disambiguated ID Type / Status
Subject Whiplash E349891 entity
Predicate associatedWith P37 FINISHED
Object Iron Man comics
Iron Man comics are Marvel comic book series centered on the armored superhero Tony Stark, chronicling his high-tech battles, personal struggles, and adventures within the broader Marvel Universe.
E1000426 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: Iron Man comics | Statement: [Whiplash, associatedWith, Iron Man comics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iron Man comics
Context triple: [Whiplash, associatedWith, Iron Man comics]
  • A. The Invincible Iron Man (comic series)
    The Invincible Iron Man is a Marvel Comics series that follows Tony Stark’s adventures as the armored superhero Iron Man, exploring his battles, technology, and personal struggles.
  • B. Iron Man #163
    Iron Man #163 is a Marvel comic book issue from the early 1980s notable for introducing the villain Obadiah Stane into Iron Man’s storyline.
  • C. Iron Man #281
    Iron Man #281 is a 1992 Marvel Comics issue notable for debuting the War Machine armor that would become closely associated with James "Rhodey" Rhodes.
  • D. Iron Man #219
    Iron Man #219 is a 1987 issue of Marvel's Iron Man comic series notable for introducing the high-tech villain Ghost.
  • E. Iron Man vol. 4 #1
    Iron Man vol. 4 #1 is a 2005 Marvel Comics issue that launched a new Iron Man series, notable for introducing the character Aldrich Killian and exploring updated, technologically driven storylines for Tony Stark.
  • 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: Iron Man comics
Triple: [Whiplash, associatedWith, Iron Man comics]
Generated description
Iron Man comics are Marvel comic book series centered on the armored superhero Tony Stark, chronicling his high-tech battles, personal struggles, and adventures within the broader Marvel Universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iron Man comics
Target entity description: Iron Man comics are Marvel comic book series centered on the armored superhero Tony Stark, chronicling his high-tech battles, personal struggles, and adventures within the broader Marvel Universe.
  • A. The Invincible Iron Man (comic series) chosen
    The Invincible Iron Man is a Marvel Comics series that follows Tony Stark’s adventures as the armored superhero Iron Man, exploring his battles, technology, and personal struggles.
  • B. Iron Man #163
    Iron Man #163 is a Marvel comic book issue from the early 1980s notable for introducing the villain Obadiah Stane into Iron Man’s storyline.
  • C. Iron Man #281
    Iron Man #281 is a 1992 Marvel Comics issue notable for debuting the War Machine armor that would become closely associated with James "Rhodey" Rhodes.
  • D. Iron Man #219
    Iron Man #219 is a 1987 issue of Marvel's Iron Man comic series notable for introducing the high-tech villain Ghost.
  • E. Iron Man vol. 4 #1
    Iron Man vol. 4 #1 is a 2005 Marvel Comics issue that launched a new Iron Man series, notable for introducing the character Aldrich Killian and exploring updated, technologically driven storylines for Tony Stark.
  • F. None of above.

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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5e4e4448190a8796573bc6d1069 completed April 15, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b54ad7c819082575245da07e358 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6be21f148190bec0e5adfcc0a91a completed May 8, 2026, 11:04 p.m.
NED2 Entity disambiguation (via description) batch_69fe6c6ebe4881909334d772e45403f6 completed May 8, 2026, 11:06 p.m.
Created at: April 10, 2026, 1:55 a.m.