Triple

T9005154
Position Surface form Disambiguated ID Type / Status
Subject 36th Mission Support Group E215124 entity
Predicate hasComponent P35 FINISHED
Object 36th Contracting Squadron
The 36th Contracting Squadron is a U.S. Air Force unit responsible for managing procurement and contracting support for its parent wing’s operations and mission requirements.
 E773403 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: 36th Contracting Squadron | Statement: [36th Mission Support Group, hasComponent, 36th Contracting Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 36th Contracting Squadron
Context triple: [36th Mission Support Group, hasComponent, 36th Contracting Squadron]
  • A. 460th Contracting Squadron
    The 460th Contracting Squadron is a U.S. Air Force unit responsible for managing and executing contracting and procurement activities in support of its parent wing’s missions.
  • B. 36th Civil Engineer Squadron
    The 36th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to its host wing and installation.
  • C. 603d Air Engineering Squadron
    The 603d Air Engineering Squadron was a U.S. Army Air Forces support unit responsible for aircraft maintenance and engineering for the 509th Composite Group during World War II.
  • D. 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.
  • E. 316th Communications Squadron
    The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
  • 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: 36th Contracting Squadron
Triple: [36th Mission Support Group, hasComponent, 36th Contracting Squadron]
Generated description
The 36th Contracting Squadron is a U.S. Air Force unit responsible for managing procurement and contracting support for its parent wing’s operations and mission requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 36th Contracting Squadron
Target entity description: The 36th Contracting Squadron is a U.S. Air Force unit responsible for managing procurement and contracting support for its parent wing’s operations and mission requirements.
  • A. 460th Contracting Squadron
    The 460th Contracting Squadron is a U.S. Air Force unit responsible for managing and executing contracting and procurement activities in support of its parent wing’s missions.
  • B. 36th Civil Engineer Squadron
    The 36th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to its host wing and installation.
  • C. 603d Air Engineering Squadron
    The 603d Air Engineering Squadron was a U.S. Army Air Forces support unit responsible for aircraft maintenance and engineering for the 509th Composite Group during World War II.
  • D. 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.
  • E. 316th Communications Squadron
    The 316th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 316th Wing.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc695afa34819086cf6fcce2997b5f completed April 1, 2026, 12:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdb9a11948190a43f60d0df71b1af completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfdd80d5ac8190862704a62ac1c942 completed April 3, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69cfde1eb8588190859a015f61d8f433 completed April 3, 2026, 3:34 p.m.
Created at: March 30, 2026, 7:05 p.m.