Triple

T8447291
Position Surface form Disambiguated ID Type / Status
Subject Allan Heinberg E199707 entity
Predicate wrote P2831 FINISHED
Object Young Avengers #1
Young Avengers #1 is the debut issue of Marvel Comics’ teen superhero team series that introduces a new generation of heroes inspired by the Avengers.
 E277312 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: Young Avengers #1 | Statement: [Allan Heinberg, wrote, Young Avengers #1]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Young Avengers #1
Context triple: [Allan Heinberg, wrote, Young Avengers #1]
  • A. Young Avengers
    Young Avengers is a Marvel Comics superhero team composed of teenage heroes who often serve as legacy counterparts to established Avengers members.
  • 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 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.
  • 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. New Avengers
    The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in 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: Young Avengers #1
Triple: [Allan Heinberg, wrote, Young Avengers #1]
Generated description
Young Avengers #1 is the debut issue of Marvel Comics’ teen superhero team series that introduces a new generation of heroes inspired by the Avengers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Young Avengers #1
Target entity description: Young Avengers #1 is the debut issue of Marvel Comics’ teen superhero team series that introduces a new generation of heroes inspired by the Avengers.
  • A. Young Avengers chosen
    Young Avengers is a Marvel Comics superhero team composed of teenage heroes who often serve as legacy counterparts to established Avengers members.
  • 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 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.
  • 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. New Avengers
    The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in the Marvel Universe.
  • F. None of above.

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_69ca83170f9081909cd98f55614c6476 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe44480ec8190b32443a53cd4f943 completed March 31, 2026, 3:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce39b528f08190a0627cb17a0ffef9 completed April 2, 2026, 9:41 a.m.
NEDg Description generation batch_69ce3bb440a8819085352ea50c39c109 completed April 2, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c698210819098367fdacadc936a completed April 2, 2026, 9:52 a.m.
Created at: March 30, 2026, 6:09 p.m.