Triple

T21951856
Position Surface form Disambiguated ID Type / Status
Subject Hydro-Man E542088 entity
Predicate comicBookDebut P23309 FINISHED
Object The Amazing Spider-Man #212
The Amazing Spider-Man #212 is a 1981 Marvel comic issue best known for introducing the water-manipulating supervillain Hydro-Man into Spider-Man’s rogues gallery.
E1510537 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: The Amazing Spider-Man #212 | Statement: [Hydro-Man, comicBookDebut, The Amazing Spider-Man #212]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Amazing Spider-Man #212
Context triple: [Hydro-Man, comicBookDebut, The Amazing Spider-Man #212]
  • A. The Amazing Spider-Man #122
    The Amazing Spider-Man #122 is a landmark 1973 Marvel comic book issue that concludes the tragic "Death of Gwen Stacy" storyline and features a climactic battle between Spider-Man and the Green Goblin.
  • B. The Amazing Spider-Man #121
    The Amazing Spider-Man #121 is a landmark 1973 Marvel Comics issue famous for depicting the death of Gwen Stacy, a pivotal and tragic turning point in Spider-Man’s history.
  • C. The Amazing Spider-Man #129
    The Amazing Spider-Man #129 is a 1974 Marvel Comics issue best known for introducing the vigilante antihero the Punisher.
  • D. The Amazing Spider-Man #176
    The Amazing Spider-Man #176 is a 1978 Marvel comic book issue from the long-running Spider-Man series, notable for introducing the character Bart Hamilton.
  • E. The Amazing Spider-Man #102
    The Amazing Spider-Man #102 is a 1971 Marvel Comics issue best known for featuring Morbius the Living Vampire and significant developments in Spider-Man’s early Bronze Age storylines.
  • 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: The Amazing Spider-Man #212
Triple: [Hydro-Man, comicBookDebut, The Amazing Spider-Man #212]
Generated description
The Amazing Spider-Man #212 is a 1981 Marvel comic issue best known for introducing the water-manipulating supervillain Hydro-Man into Spider-Man’s rogues gallery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Amazing Spider-Man #212
Target entity description: The Amazing Spider-Man #212 is a 1981 Marvel comic issue best known for introducing the water-manipulating supervillain Hydro-Man into Spider-Man’s rogues gallery.
  • A. The Amazing Spider-Man #122
    The Amazing Spider-Man #122 is a landmark 1973 Marvel comic book issue that concludes the tragic "Death of Gwen Stacy" storyline and features a climactic battle between Spider-Man and the Green Goblin.
  • B. The Amazing Spider-Man #121
    The Amazing Spider-Man #121 is a landmark 1973 Marvel Comics issue famous for depicting the death of Gwen Stacy, a pivotal and tragic turning point in Spider-Man’s history.
  • C. The Amazing Spider-Man #129
    The Amazing Spider-Man #129 is a 1974 Marvel Comics issue best known for introducing the vigilante antihero the Punisher.
  • D. The Amazing Spider-Man #176
    The Amazing Spider-Man #176 is a 1978 Marvel comic book issue from the long-running Spider-Man series, notable for introducing the character Bart Hamilton.
  • E. The Amazing Spider-Man #102
    The Amazing Spider-Man #102 is a 1971 Marvel Comics issue best known for featuring Morbius the Living Vampire and significant developments in Spider-Man’s early Bronze Age storylines.
  • 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_69e0c47ef0e48190a50e1bcc43f4b3fd completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1243c84d4819097f5a93b128f024b completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a670241e48190ab2e085b11bf5161 completed May 18, 2026, 1:10 a.m.
NEDg Description generation batch_6a0a6812112c81909844ab725dff79ed completed May 18, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_6a0a68846fb88190bbe1510608aa9468 completed May 18, 2026, 1:16 a.m.
Created at: April 16, 2026, 7:58 p.m.