Triple

T11872749
Position Surface form Disambiguated ID Type / Status
Subject James Buchanan Barnes E282442 entity
Predicate teamAffiliation P3753 FINISHED
Object Winter Soldier Program
The Winter Soldier Program is a covert Hydra initiative in the Marvel universe that brainwashes and weaponizes enhanced operatives, most notably James "Bucky" Barnes, as deadly assassins.
E950603 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: Winter Soldier Program | Statement: [James Buchanan Barnes, teamAffiliation, Winter Soldier Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Winter Soldier Program
Context triple: [James Buchanan Barnes, teamAffiliation, Winter Soldier Program]
  • A. Black Widow program
    The Black Widow program is a covert Soviet training initiative that raises young girls as elite assassins and spies, most famously producing the Marvel character Natasha Romanoff (Black Widow).
  • B. Super-Soldier Formula
    The Super-Soldier Formula is a fictional Marvel Comics biochemical treatment that enhances a human’s physical and mental abilities to peak or superhuman levels, most famously used to transform Steve Rogers into Captain America.
  • C. The Winter Soldier (storyline)
    The Winter Soldier (storyline) is a critically acclaimed Captain America comic arc written by Ed Brubaker that reintroduces Bucky Barnes as a brainwashed Soviet assassin.
  • D. Thunderbolts Program
    The Thunderbolts Program is a covert government initiative that deploys reformed or controlled supervillains on high-risk missions under official oversight.
  • E. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • 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: Winter Soldier Program
Triple: [James Buchanan Barnes, teamAffiliation, Winter Soldier Program]
Generated description
The Winter Soldier Program is a covert Hydra initiative in the Marvel universe that brainwashes and weaponizes enhanced operatives, most notably James "Bucky" Barnes, as deadly assassins.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Winter Soldier Program
Target entity description: The Winter Soldier Program is a covert Hydra initiative in the Marvel universe that brainwashes and weaponizes enhanced operatives, most notably James "Bucky" Barnes, as deadly assassins.
  • A. Black Widow program
    The Black Widow program is a covert Soviet training initiative that raises young girls as elite assassins and spies, most famously producing the Marvel character Natasha Romanoff (Black Widow).
  • B. Super-Soldier Formula
    The Super-Soldier Formula is a fictional Marvel Comics biochemical treatment that enhances a human’s physical and mental abilities to peak or superhuman levels, most famously used to transform Steve Rogers into Captain America.
  • C. The Winter Soldier (storyline)
    The Winter Soldier (storyline) is a critically acclaimed Captain America comic arc written by Ed Brubaker that reintroduces Bucky Barnes as a brainwashed Soviet assassin.
  • D. Thunderbolts Program
    The Thunderbolts Program is a covert government initiative that deploys reformed or controlled supervillains on high-risk missions under official oversight.
  • E. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8be18b7d48190b7fb1c3a67a891ed completed April 10, 2026, 9:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281bcd4f88190bb2103a165cb9578 completed April 29, 2026, 10:10 p.m.
NEDg Description generation batch_69f28a9378348190866e38259cc9467e completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28c5f7638819098aa93aa1610ca0a completed April 29, 2026, 10:55 p.m.
Created at: April 8, 2026, 9:43 p.m.