Triple

T2700116
Position Surface form Disambiguated ID Type / Status
Subject Avengers E59209 entity
Predicate hasSubteam P42062 FINISHED
Object A-Force
A-Force is an all-female team of Marvel superheroes that serves as a prominent offshoot of the Avengers in the comics.
E291499 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: A-Force | Statement: [Avengers, hasSubteam, A-Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A-Force
Context triple: [Avengers, hasSubteam, A-Force]
  • A. The Boy Commandos
    The Boy Commandos are a World War II-era kid commando team from DC Comics, known for their adventures created by the legendary duo Joe Simon and Jack Kirby.
  • B. Howling Commandos
    The Howling Commandos are an elite World War II combat unit in Marvel Comics, often depicted as Captain America’s close-knit special operations squad fighting against Hydra and other Axis threats.
  • C. WildStorm
    WildStorm is a comic book imprint known for its creator-driven superhero and sci-fi titles, originally founded by Jim Lee and later integrated into DC Comics.
  • D. Operation Power Pack
    Operation Power Pack was a 1965 U.S.-led military intervention in the Dominican Republic aimed at stabilizing the country during a civil war and preventing perceived communist influence.
  • E. A.I.M.
    A.I.M. is a technologically advanced terrorist organization in the Marvel universe, notorious for its rogue scientists, cutting-edge weaponry, and frequent clashes with superheroes and global security agencies.
  • 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: A-Force
Triple: [Avengers, hasSubteam, A-Force]
Generated description
A-Force is an all-female team of Marvel superheroes that serves as a prominent offshoot of the Avengers in the comics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A-Force
Target entity description: A-Force is an all-female team of Marvel superheroes that serves as a prominent offshoot of the Avengers in the comics.
  • A. The Boy Commandos
    The Boy Commandos are a World War II-era kid commando team from DC Comics, known for their adventures created by the legendary duo Joe Simon and Jack Kirby.
  • B. Howling Commandos
    The Howling Commandos are an elite World War II combat unit in Marvel Comics, often depicted as Captain America’s close-knit special operations squad fighting against Hydra and other Axis threats.
  • C. WildStorm
    WildStorm is a comic book imprint known for its creator-driven superhero and sci-fi titles, originally founded by Jim Lee and later integrated into DC Comics.
  • D. Operation Power Pack
    Operation Power Pack was a 1965 U.S.-led military intervention in the Dominican Republic aimed at stabilizing the country during a civil war and preventing perceived communist influence.
  • E. A.I.M.
    A.I.M. is a technologically advanced terrorist organization in the Marvel universe, notorious for its rogue scientists, cutting-edge weaponry, and frequent clashes with superheroes and global security agencies.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abdd1e80dc819083e04e1427d187d0 completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf70f9088190acd4c8bd05deea47 completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb045e304819080efecf2738453e6 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb0ab2a8081909e729f883a7438d7 completed March 10, 2026, 5:48 a.m.
Created at: March 6, 2026, 9:55 p.m.