Triple

T8433390
Position Surface form Disambiguated ID Type / Status
Subject War Machine E199168 entity
Predicate firstAppearance P795 FINISHED
Object 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.
 E735427 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 #281 | Statement: [War Machine, firstAppearance, Iron Man #281]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iron Man #281
Context triple: [War Machine, firstAppearance, Iron Man #281]
  • A. The Invincible Iron Man #55
    The Invincible Iron Man #55 is a 1973 Marvel comic book issue best known for introducing the cosmic supervillain Thanos to the Marvel Universe.
  • B. The Avengers #57
    The Avengers #57 is a 1968 Marvel Comics issue best known for introducing the synthezoid superhero Vision to the Avengers and the wider Marvel Universe.
  • C. The Iron Man
    The Iron Man is a 1968 science fiction children's novel by Ted Hughes about a gigantic metal figure who befriends a young boy and ultimately saves the world from a cosmic threat.
  • D. Iron Man: War Machine
    "Iron Man: War Machine" is a Marvel Comics storyline that follows James "Rhodey" Rhodes as he takes on the mantle of War Machine in a more militarized, high-stakes extension of the Iron Man mythos.
  • E. Ironman
    Ironman is the 1996 debut solo studio album by Wu-Tang Clan member Ghostface Killah, known for its soulful production and dense, narrative-driven lyricism.
  • 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 #281
Triple: [War Machine, firstAppearance, Iron Man #281]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iron Man #281
Target entity description: 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.
  • A. The Invincible Iron Man #55
    The Invincible Iron Man #55 is a 1973 Marvel comic book issue best known for introducing the cosmic supervillain Thanos to the Marvel Universe.
  • B. The Avengers #57
    The Avengers #57 is a 1968 Marvel Comics issue best known for introducing the synthezoid superhero Vision to the Avengers and the wider Marvel Universe.
  • C. The Iron Man
    The Iron Man is a 1968 science fiction children's novel by Ted Hughes about a gigantic metal figure who befriends a young boy and ultimately saves the world from a cosmic threat.
  • D. Iron Man: War Machine
    "Iron Man: War Machine" is a Marvel Comics storyline that follows James "Rhodey" Rhodes as he takes on the mantle of War Machine in a more militarized, high-stakes extension of the Iron Man mythos.
  • E. Ironman
    Ironman is the 1996 debut solo studio album by Wu-Tang Clan member Ghostface Killah, known for its soulful production and dense, narrative-driven lyricism.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a74d948190abd76e7a6efb42ec completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce399e8efc8190ad6fa8a6cf91797c completed April 2, 2026, 9:40 a.m.
NEDg Description generation batch_69ce3b31397c81908c9ae4d19095b66d completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3bbf0eb481908e48c8b2eada1f16 completed April 2, 2026, 9:49 a.m.
Created at: March 30, 2026, 6:07 p.m.