Triple

T4364950
Position Surface form Disambiguated ID Type / Status
Subject Air Force Special Operations Command E98747 entity
Predicate employs P7 FINISHED
Object Special Tactics Officers
Special Tactics Officers are elite U.S. Air Force leaders who plan, direct, and execute special operations missions, integrating air and ground capabilities such as combat control, pararescue, and tactical air support in high-risk environments.
E432542 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: Special Tactics Officers | Statement: [Air Force Special Operations Command, employs, Special Tactics Officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Tactics Officers
Context triple: [Air Force Special Operations Command, employs, Special Tactics Officers]
  • A. Special Weapons and Tactics unit
    The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
  • B. Special Operations Response Team
    The Special Operations Response Team is an elite tactical and emergency response unit within the New York State Police that handles high-risk incidents such as hostage situations, armed standoffs, and specialized rescue operations.
  • C. Special Operations Division
    The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
  • D. Special Operations Division
    The Special Operations Division is a specialized unit of the United States Capitol Police responsible for handling high-risk security operations, tactical responses, and protective missions around the U.S. Capitol complex.
  • E. Special Operations Division
    The Special Operations Division is a specialized unit within the Chicago Fire Department responsible for handling complex and high-risk incidents such as technical rescues, hazardous materials responses, and other specialized emergency operations.
  • 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: Special Tactics Officers
Triple: [Air Force Special Operations Command, employs, Special Tactics Officers]
Generated description
Special Tactics Officers are elite U.S. Air Force leaders who plan, direct, and execute special operations missions, integrating air and ground capabilities such as combat control, pararescue, and tactical air support in high-risk environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Tactics Officers
Target entity description: Special Tactics Officers are elite U.S. Air Force leaders who plan, direct, and execute special operations missions, integrating air and ground capabilities such as combat control, pararescue, and tactical air support in high-risk environments.
  • A. Special Weapons and Tactics unit
    The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
  • B. Special Operations Response Team
    The Special Operations Response Team is an elite tactical and emergency response unit within the New York State Police that handles high-risk incidents such as hostage situations, armed standoffs, and specialized rescue operations.
  • C. Special Operations Division
    The Special Operations Division is a specialized unit of the United States Capitol Police responsible for handling high-risk security operations, tactical responses, and protective missions around the U.S. Capitol complex.
  • D. Special Operations Division
    The Special Operations Division is a specialized unit of the Metropolitan Police Department of the District of Columbia responsible for handling high-risk incidents, tactical operations, and other critical public safety missions in Washington, D.C.
  • E. Special Operations Division
    The Special Operations Division is a specialized unit within the Chicago Fire Department responsible for handling complex and high-risk incidents such as technical rescues, hazardous materials responses, and other specialized emergency operations.
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351fea3e88190807b99868982c491 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbc925d881909fac944bc7ce5407 completed March 14, 2026, 10:06 p.m.
NEDg Description generation batch_69b5dc587b108190a8e3da0fde98a7ce completed March 14, 2026, 10:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5dcbf4d5081908d24bce8e2769124 completed March 14, 2026, 10:10 p.m.
Created at: March 12, 2026, 11:16 p.m.