Triple

T12146793
Position Surface form Disambiguated ID Type / Status
Subject Alexei Shostakov E289344 entity
Predicate firstAppearance P795 FINISHED
Object 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.
E966259 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 #43 | Statement: [Alexei Shostakov, firstAppearance, The Avengers #43]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Avengers #43
Context triple: [Alexei Shostakov, firstAppearance, The Avengers #43]
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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 #43
Triple: [Alexei Shostakov, firstAppearance, The Avengers #43]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Avengers #43
Target entity description: 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915ac2ebc81909155f9b2fb4a2252 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f696ec648190aa43655ac8a2b312 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.