Triple

T11669518
Position Surface form Disambiguated ID Type / Status
Subject U.S. Agent E277340 entity
Predicate affiliation P10 FINISHED
Object S.T.A.R.S.
S.T.A.R.S. is an elite special operations and law-enforcement unit in the Marvel Universe known for handling high-risk missions involving superhuman and national security threats.
E939528 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: S.T.A.R.S. | Statement: [U.S. Agent, affiliation, S.T.A.R.S.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: S.T.A.R.S.
Context triple: [U.S. Agent, affiliation, S.T.A.R.S.]
  • A. FBI Hostage Rescue Team
    The FBI Hostage Rescue Team is the Federal Bureau of Investigation’s elite full-time counterterrorism and tactical unit specializing in high-risk hostage rescue and special operations.
  • B. Task Force 141
    Task Force 141 is an elite multinational special operations unit in the Call of Duty: Modern Warfare series, known for undertaking high-risk covert missions under leaders like Captain Price.
  • C. Special Response Team
    The Special Response Team is an elite tactical unit of the Kentucky State Police that handles high-risk operations such as hostage situations, armed standoffs, and counterterrorism responses.
  • D. Special Response Team
    The Special Response Team is an elite tactical unit of the California Highway Patrol that handles high-risk law enforcement operations such as armed confrontations, barricaded suspects, and critical incident responses.
  • E. A.R.G.U.S.
    A.R.G.U.S. is a secretive government intelligence and security agency in DC Comics that handles metahuman threats and covert operations often involving superheroes.
  • 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: S.T.A.R.S.
Triple: [U.S. Agent, affiliation, S.T.A.R.S.]
Generated description
S.T.A.R.S. is an elite special operations and law-enforcement unit in the Marvel Universe known for handling high-risk missions involving superhuman and national security threats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: S.T.A.R.S.
Target entity description: S.T.A.R.S. is an elite special operations and law-enforcement unit in the Marvel Universe known for handling high-risk missions involving superhuman and national security threats.
  • A. FBI Hostage Rescue Team
    The FBI Hostage Rescue Team is the Federal Bureau of Investigation’s elite full-time counterterrorism and tactical unit specializing in high-risk hostage rescue and special operations.
  • B. Task Force 141
    Task Force 141 is an elite multinational special operations unit in the Call of Duty: Modern Warfare series, known for undertaking high-risk covert missions under leaders like Captain Price.
  • C. Special Response Team
    The Special Response Team is an elite tactical unit of the Kentucky State Police that handles high-risk operations such as hostage situations, armed standoffs, and counterterrorism responses.
  • D. Special Response Team
    The Special Response Team is an elite tactical unit of the California Highway Patrol that handles high-risk law enforcement operations such as armed confrontations, barricaded suspects, and critical incident responses.
  • E. A.R.G.U.S.
    A.R.G.U.S. is a secretive government intelligence and security agency in DC Comics that handles metahuman threats and covert operations often involving superheroes.
  • 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_69d6aafd0a448190b44da30af8c6c519 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a440d8a481909a13c97813408bc8 completed April 10, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef13c3ea648190ae18cd2869be74ad completed April 27, 2026, 7:44 a.m.
NEDg Description generation batch_69ef3550fae881909246cd4cca047a19 completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef519f95488190b4b5a167aa930133 completed April 27, 2026, 12:08 p.m.
Created at: April 8, 2026, 9:39 p.m.