Triple

T22629790
Position Surface form Disambiguated ID Type / Status
Subject U.S. Air Force 12th Air Commando Squadron E558516 entity
Predicate type P0 FINISHED
Object air commando squadron
An air commando squadron is a specialized U.S. Air Force unit trained and equipped to conduct unconventional, often clandestine air operations in support of special operations forces.
E1545496 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: air commando squadron | Statement: [U.S. Air Force 12th Air Commando Squadron, type, air commando squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: air commando squadron
Context triple: [U.S. Air Force 12th Air Commando Squadron, type, air commando squadron]
  • A. Air Support Command
    Air Support Command is a unit of the Japan Air Self-Defense Force responsible for providing air support functions such as transport, rescue, and other operational support roles.
  • B. Air Transport Wing 63
    Air Transport Wing 63 was a German Air Force airlift unit responsible for tactical and logistical transport missions, including humanitarian and international operations.
  • C. Air Combat Group RAAF
    Air Combat Group RAAF is a major formation of the Royal Australian Air Force responsible for delivering the service’s fast-jet air combat capability, including strike, air superiority, and close air support operations.
  • D. Australian Army Aviation Corps
    The Australian Army Aviation Corps is the branch of the Australian Army responsible for providing battlefield aviation capabilities, including reconnaissance, transport, and armed support using rotary- and fixed-wing aircraft.
  • E. No. 1 Wing RAAF
    No. 1 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting air combat and related capabilities from its base at RAAF Base Amberley.
  • 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: air commando squadron
Triple: [U.S. Air Force 12th Air Commando Squadron, type, air commando squadron]
Generated description
An air commando squadron is a specialized U.S. Air Force unit trained and equipped to conduct unconventional, often clandestine air operations in support of special operations forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: air commando squadron
Target entity description: An air commando squadron is a specialized U.S. Air Force unit trained and equipped to conduct unconventional, often clandestine air operations in support of special operations forces.
  • A. Air Support Command
    Air Support Command is a unit of the Japan Air Self-Defense Force responsible for providing air support functions such as transport, rescue, and other operational support roles.
  • B. Air Transport Wing 63
    Air Transport Wing 63 was a German Air Force airlift unit responsible for tactical and logistical transport missions, including humanitarian and international operations.
  • C. Air Combat Group RAAF
    Air Combat Group RAAF is a major formation of the Royal Australian Air Force responsible for delivering the service’s fast-jet air combat capability, including strike, air superiority, and close air support operations.
  • D. Australian Army Aviation Corps
    The Australian Army Aviation Corps is the branch of the Australian Army responsible for providing battlefield aviation capabilities, including reconnaissance, transport, and armed support using rotary- and fixed-wing aircraft.
  • E. No. 1 Wing RAAF
    No. 1 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting air combat and related capabilities from its base at RAAF Base Amberley.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e3febd081909ff21abef1e4035d completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e0b2dd081909b063c50b18579c4 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4ed997448190a6fe89160ccc223b completed May 18, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4f8600448190a726d0fe91e17cff completed May 18, 2026, 5:42 p.m.
Created at: April 17, 2026, 3:02 p.m.