Triple

T13054927
Position Surface form Disambiguated ID Type / Status
Subject Bill Foster (Marvel Comics) E327544 entity
Predicate firstAppearance P795 FINISHED
Object The Avengers #32
The Avengers #32 is a 1966 Marvel Comics issue of the Avengers series notable for introducing the character Bill Foster, who would later become the superhero Black Goliath.
 E1018928 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 Avengers #32 | Statement: [Bill Foster (Marvel Comics), firstAppearance, The Avengers #32]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Avengers #32
Context triple: [Bill Foster (Marvel Comics), firstAppearance, The Avengers #32]
  • A. The Avengers #43
    The Avengers #43 is a 1967 Marvel Comics issue best known for introducing the Soviet super-spy and future Red Guardian, Alexei Shostakov, into the Avengers mythos.
  • 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 Avengers #13
    The Avengers #13 is a 1965 Marvel comic book issue notable for introducing the powerful villain Count Nefaria to the Avengers’ rogues gallery.
  • D. The Avengers #54
    The Avengers #54 is a 1968 Marvel Comics issue best known for introducing the villainous android Ultron to the Marvel Universe.
  • E. The Avengers #195
    The Avengers #195 is a 1980 Marvel Comics issue best known for introducing the villainous combat mimic Taskmaster to the Marvel Universe.
  • 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 Avengers #32
Triple: [Bill Foster (Marvel Comics), firstAppearance, The Avengers #32]
Generated description
The Avengers #32 is a 1966 Marvel Comics issue of the Avengers series notable for introducing the character Bill Foster, who would later become the superhero Black Goliath.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Avengers #32
Target entity description: The Avengers #32 is a 1966 Marvel Comics issue of the Avengers series notable for introducing the character Bill Foster, who would later become the superhero Black Goliath.
  • A. The Avengers #43
    The Avengers #43 is a 1967 Marvel Comics issue best known for introducing the Soviet super-spy and future Red Guardian, Alexei Shostakov, into the Avengers mythos.
  • 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 Avengers #13
    The Avengers #13 is a 1965 Marvel comic book issue notable for introducing the powerful villain Count Nefaria to the Avengers’ rogues gallery.
  • D. The Avengers #54
    The Avengers #54 is a 1968 Marvel Comics issue best known for introducing the villainous android Ultron to the Marvel Universe.
  • E. The Avengers #195
    The Avengers #195 is a 1980 Marvel Comics issue best known for introducing the villainous combat mimic Taskmaster to the Marvel Universe.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980bb52d88190b5be12000e27a2c9 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbdead348190aa7aaa29c371d72a completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6d039254881909927b58225f194de completed May 3, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6d0d218d4819080273a151a0890d3 completed May 3, 2026, 4:36 a.m.
Created at: April 9, 2026, 8:58 p.m.