Triple

T17801471
Position Surface form Disambiguated ID Type / Status
Subject 352d Special Operations Wing E444436 entity
Predicate hasSubunit P747 FINISHED
Object 352d Special Operations Support Squadron
The 352d Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and support functions to enable the missions of the 352d Special Operations Wing.
E444436 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: 352d Special Operations Support Squadron | Statement: [352d Special Operations Wing, hasSubunit, 352d Special Operations Support Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 352d Special Operations Support Squadron
Context triple: [352d Special Operations Wing, hasSubunit, 352d Special Operations Support Squadron]
  • A. 352d Special Operations Wing
    The 352d Special Operations Wing is a United States Air Force unit based in Europe that conducts specialized and clandestine air operations, including infiltration, exfiltration, and resupply of special operations forces.
  • B. 353d Special Operations Wing
    The 353d Special Operations Wing is a U.S. Air Force unit that conducts specialized and often clandestine air operations, primarily in the Indo-Pacific region, in support of special operations forces.
  • C. 27th Special Operations Support Squadron
    The 27th Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and administrative support to special operations flying squadrons within the 27th Special Operations Wing.
  • D. 427 Special Operations Aviation Squadron
    427 Special Operations Aviation Squadron is a Canadian military aviation unit that provides specialized helicopter support to special operations forces.
  • E. 492d Special Operations Wing
    The 492d Special Operations Wing is a U.S. Air Force unit that organizes, trains, and equips special operations forces for global missions under 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: 352d Special Operations Support Squadron
Triple: [352d Special Operations Wing, hasSubunit, 352d Special Operations Support Squadron]
Generated description
The 352d Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and support functions to enable the missions of the 352d Special Operations Wing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 352d Special Operations Support Squadron
Target entity description: The 352d Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and support functions to enable the missions of the 352d Special Operations Wing.
  • A. 352d Special Operations Wing chosen
    The 352d Special Operations Wing is a United States Air Force unit based in Europe that conducts specialized and clandestine air operations, including infiltration, exfiltration, and resupply of special operations forces.
  • B. 353d Special Operations Wing
    The 353d Special Operations Wing is a U.S. Air Force unit that conducts specialized and often clandestine air operations, primarily in the Indo-Pacific region, in support of special operations forces.
  • C. 27th Special Operations Support Squadron
    The 27th Special Operations Support Squadron is a U.S. Air Force unit that provides essential operational, logistical, and administrative support to special operations flying squadrons within the 27th Special Operations Wing.
  • D. 427 Special Operations Aviation Squadron
    427 Special Operations Aviation Squadron is a Canadian military aviation unit that provides specialized helicopter support to special operations forces.
  • E. 492d Special Operations Wing
    The 492d Special Operations Wing is a U.S. Air Force unit that organizes, trains, and equips special operations forces for global missions under Air Force Special Operations Command.
  • F. None of above.

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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e488005a288190b7a2cffa590d2557 completed April 19, 2026, 7:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f8429de481909fd0c906e49bacb7 completed May 12, 2026, 9:52 a.m.
NEDg Description generation batch_6a02f8ca36588190a1d5de8494777d61 completed May 12, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_6a02f9de0ae48190816002a5d32718a1 completed May 12, 2026, 9:58 a.m.
Created at: April 10, 2026, 10:13 a.m.