Triple

T10915788
Position Surface form Disambiguated ID Type / Status
Subject 27th Special Operations Wing E257817 entity
Predicate componentUnit P11709 FINISHED
Object 3rd Special Operations Squadron
The 3rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine missions, including intelligence, surveillance, reconnaissance, and precision strike operations in support of special operations forces.
E894325 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: 3rd Special Operations Squadron | Statement: [27th Special Operations Wing, componentUnit, 3rd Special Operations Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 3rd Special Operations Squadron
Context triple: [27th Special Operations Wing, componentUnit, 3rd Special Operations Squadron]
  • A. 34th Special Operations Squadron
    The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • B. 73rd Special Operations Squadron
    The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • C. 1st Special Operations Squadron
    The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
  • D. 23rd Special Tactics Squadron
    The 23rd Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized air-ground integration capabilities for missions worldwide.
  • E. 4th Special Operations Squadron
    The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
  • 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: 3rd Special Operations Squadron
Triple: [27th Special Operations Wing, componentUnit, 3rd Special Operations Squadron]
Generated description
The 3rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine missions, including intelligence, surveillance, reconnaissance, and precision strike operations in support of special operations forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 3rd Special Operations Squadron
Target entity description: The 3rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine missions, including intelligence, surveillance, reconnaissance, and precision strike operations in support of special operations forces.
  • A. 34th Special Operations Squadron
    The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • B. 73rd Special Operations Squadron
    The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
  • C. 1st Special Operations Squadron
    The 1st Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized air missions, including infiltration, exfiltration, and resupply of special operations forces, primarily in the Indo-Pacific region.
  • D. 23rd Special Tactics Squadron
    The 23rd Special Tactics Squadron is a U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other specialized air-ground integration capabilities for missions worldwide.
  • E. 4th Special Operations Squadron
    The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77074c77c8190af91369eee11f1b7 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e216eb77dc81908c380f5fcd507275 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8952c881908a952de83754e049 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e2247fbd348190bb0d221923dac892 completed April 17, 2026, 12:16 p.m.
Created at: April 8, 2026, 9:22 p.m.