Triple

T10919962
Position Surface form Disambiguated ID Type / Status
Subject Taskmaster E257921 entity
Predicate firstAppearance P795 FINISHED
Object 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.
E893884 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 #195 | Statement: [Taskmaster, firstAppearance, The Avengers #195]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Avengers #195
Context triple: [Taskmaster, firstAppearance, The Avengers #195]
  • A. The Avengers #54
    The Avengers #54 is a 1968 Marvel Comics issue best known for introducing the villainous android Ultron 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. Avengers Annual #10
    Avengers Annual #10 is a 1981 Marvel Comics special issue best known for introducing the mutant Rogue, who would become a major member of the X-Men.
  • D. Uncanny Avengers
    Uncanny Avengers is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
  • E. The New Avengers
    The New Avengers is a 1970s British espionage television series that continued the stylish, tongue-in-cheek adventures of secret agent John Steed with a new team of younger partners.
  • 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 #195
Triple: [Taskmaster, firstAppearance, The Avengers #195]
Generated description
The Avengers #195 is a 1980 Marvel Comics issue best known for introducing the villainous combat mimic Taskmaster to the Marvel Universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Avengers #195
Target entity description: The Avengers #195 is a 1980 Marvel Comics issue best known for introducing the villainous combat mimic Taskmaster to the Marvel Universe.
  • A. The Avengers #54
    The Avengers #54 is a 1968 Marvel Comics issue best known for introducing the villainous android Ultron 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. Avengers Annual #10
    Avengers Annual #10 is a 1981 Marvel Comics special issue best known for introducing the mutant Rogue, who would become a major member of the X-Men.
  • D. Uncanny Avengers
    Uncanny Avengers is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
  • E. The New Avengers
    The New Avengers is a 1970s British espionage television series that continued the stylish, tongue-in-cheek adventures of secret agent John Steed with a new team of younger partners.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77081a0c48190b7aa4a482032d1ea completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2171adbbc8190916a5463b6e5c186 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.