Triple

T4781518
Position Surface form Disambiguated ID Type / Status
Subject 316th Wing E106176 entity
Predicate hasComponent P35 FINISHED
Object 316th Security Forces Squadron
The 316th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations in support of the 316th Wing.
 E471835 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: 316th Security Forces Squadron | Statement: [316th Wing, hasComponent, 316th Security Forces Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 316th Security Forces Squadron
Context triple: [316th Wing, hasComponent, 316th Security Forces Squadron]
  • A. 460th Security Forces Squadron
    The 460th Security Forces Squadron is a U.S. Air Force unit responsible for providing law enforcement, security, and force protection, historically in support of the space operations mission of the 460th Space Wing at Buckley Air Force Base.
  • B. 316th Wing
    The 316th Wing is a United States Air Force unit that provides installation support, contingency response, and ceremonial duties for operations based at Joint Base Andrews near Washington, D.C.
  • C. 319th Special Operations Squadron
    The 319th Special Operations Squadron is a United States Air Force special operations unit that conducts specialized air mobility and support missions, typically using light transport aircraft, in support of special operations forces.
  • D. 26th Space Aggressor Squadron
    The 26th Space Aggressor Squadron is a U.S. Space Force unit that simulates adversary space capabilities to train and prepare U.S. and allied forces for space warfare and contested space operations.
  • E. 165th Air Support Operations Squadron
    The 165th Air Support Operations Squadron is a Georgia-based Air National Guard unit that provides tactical air control and close air support coordination for Army ground forces.
  • 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: 316th Security Forces Squadron
Triple: [316th Wing, hasComponent, 316th Security Forces Squadron]
Generated description
The 316th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations in support of the 316th Wing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 316th Security Forces Squadron
Target entity description: The 316th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations in support of the 316th Wing.
  • A. 460th Security Forces Squadron
    The 460th Security Forces Squadron is a U.S. Air Force unit responsible for providing law enforcement, security, and force protection, historically in support of the space operations mission of the 460th Space Wing at Buckley Air Force Base.
  • B. 316th Wing
    The 316th Wing is a United States Air Force unit that provides installation support, contingency response, and ceremonial duties for operations based at Joint Base Andrews near Washington, D.C.
  • C. 319th Special Operations Squadron
    The 319th Special Operations Squadron is a United States Air Force special operations unit that conducts specialized air mobility and support missions, typically using light transport aircraft, in support of special operations forces.
  • D. 26th Space Aggressor Squadron
    The 26th Space Aggressor Squadron is a U.S. Space Force unit that simulates adversary space capabilities to train and prepare U.S. and allied forces for space warfare and contested space operations.
  • E. 165th Air Support Operations Squadron
    The 165th Air Support Operations Squadron is a Georgia-based Air National Guard unit that provides tactical air control and close air support coordination for Army ground forces.
  • 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_69bd43f3074c8190937e7b0a457fe9f1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65aa577c81909ec1b94e47810169 completed March 20, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d912f5c81909537b861dd0a4591 completed March 21, 2026, 7:49 a.m.
NEDg Description generation batch_69be4f483e5c8190a568a8acc19aefe3 completed March 21, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69be4fa1037881908e926df651aec812 completed March 21, 2026, 7:58 a.m.
Created at: March 20, 2026, 1:21 p.m.