Triple

T2547776
Position Surface form Disambiguated ID Type / Status
Subject Super-Soldier Serum E57944 entity
Predicate notableUser P4829 FINISHED
Object U.S. Agent (various versions and derivatives)
U.S. Agent (various versions and derivatives) is a Marvel Comics mantle most associated with John Walker, a government-backed super-soldier who serves as a darker, more aggressive counterpart to Captain America.
 E277350 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: U.S. Agent (various versions and derivatives) | Statement: [Super-Soldier Serum, notableUser, U.S. Agent (various versions and derivatives)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Agent (various versions and derivatives)
Context triple: [Super-Soldier Serum, notableUser, U.S. Agent (various versions and derivatives)]
  • A. Punisher
    Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
  • B. S.H.I.E.L.D.
    S.H.I.E.L.D. is a fictional global espionage and law-enforcement agency in the Marvel Universe that handles superhuman and extraterrestrial threats.
  • C. 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.
  • D. Rogue
    Rogue is a Hearthstone class focused on stealth, combo-based gameplay, and efficient removal using daggers, spells, and sneaky minions.
  • E. Rogue
    Rogue is a popular Marvel Comics superhero and member of the X-Men known for her ability to absorb others’ powers and memories through touch.
  • 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: U.S. Agent (various versions and derivatives)
Triple: [Super-Soldier Serum, notableUser, U.S. Agent (various versions and derivatives)]
Generated description
U.S. Agent (various versions and derivatives) is a Marvel Comics mantle most associated with John Walker, a government-backed super-soldier who serves as a darker, more aggressive counterpart to Captain America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Agent (various versions and derivatives)
Target entity description: U.S. Agent (various versions and derivatives) is a Marvel Comics mantle most associated with John Walker, a government-backed super-soldier who serves as a darker, more aggressive counterpart to Captain America.
  • A. Punisher
    Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
  • B. S.H.I.E.L.D.
    S.H.I.E.L.D. is a fictional global espionage and law-enforcement agency in the Marvel Universe that handles superhuman and extraterrestrial threats.
  • C. 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.
  • D. Rogue
    Rogue is a Hearthstone class focused on stealth, combo-based gameplay, and efficient removal using daggers, spells, and sneaky minions.
  • E. Rogue
    Rogue is a popular Marvel Comics superhero and member of the X-Men known for her ability to absorb others’ powers and memories through touch.
  • 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2e672948190bb7fe9b47535a172 completed March 7, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d0e6e188190be190965cc02838e completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5d9dcf608190b580beb10619ab86 completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e781360819080b4b96942beb17d completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:47 p.m.