Triple

T14579604
Position Surface form Disambiguated ID Type / Status
Subject 88th Air Base Wing E342151 entity
Predicate hasComponent P35 FINISHED
Object 88th Contracting Squadron
The 88th Contracting Squadron is a U.S. Air Force unit responsible for acquiring goods and services in support of the 88th Air Base Wing’s mission and operations.
 E1114617 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: 88th Contracting Squadron | Statement: [88th Air Base Wing, hasComponent, 88th Contracting Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 88th Contracting Squadron
Context triple: [88th Air Base Wing, hasComponent, 88th Contracting Squadron]
  • A. 37th Contracting Squadron
    The 37th Contracting Squadron is a U.S. Air Force unit responsible for providing acquisition and contracting support for missions and operations at Joint Base San Antonio–Lackland.
  • B. 88th Security Forces Squadron
    The 88th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Wright-Patterson Air Force Base under the 88th Air Base Wing.
  • C. 88th Communications Squadron
    The 88th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 88th Air Base Wing at Wright-Patterson Air Force Base.
  • D. 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.
  • E. 88th Force Support Squadron
    The 88th Force Support Squadron is a U.S. Air Force unit that provides personnel, family, morale, welfare, and recreational support services to the 88th Air Base Wing and its community.
  • 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: 88th Contracting Squadron
Triple: [88th Air Base Wing, hasComponent, 88th Contracting Squadron]
Generated description
The 88th Contracting Squadron is a U.S. Air Force unit responsible for acquiring goods and services in support of the 88th Air Base Wing’s mission and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 88th Contracting Squadron
Target entity description: The 88th Contracting Squadron is a U.S. Air Force unit responsible for acquiring goods and services in support of the 88th Air Base Wing’s mission and operations.
  • A. 37th Contracting Squadron
    The 37th Contracting Squadron is a U.S. Air Force unit responsible for providing acquisition and contracting support for missions and operations at Joint Base San Antonio–Lackland.
  • B. 88th Security Forces Squadron
    The 88th Security Forces Squadron is a U.S. Air Force unit responsible for law enforcement, security, and force protection operations at Wright-Patterson Air Force Base under the 88th Air Base Wing.
  • C. 88th Communications Squadron
    The 88th Communications Squadron is a U.S. Air Force unit responsible for providing communications and information technology support within the 88th Air Base Wing at Wright-Patterson Air Force Base.
  • D. 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.
  • E. 88th Force Support Squadron
    The 88th Force Support Squadron is a U.S. Air Force unit that provides personnel, family, morale, welfare, and recreational support services to the 88th Air Base Wing and its community.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f6f78c81908a30ecb4c025299d completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde16830c0819090a97b073c8e642d completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fdebe3cb908190a0731bc2b87a7db8 completed May 8, 2026, 1:57 p.m.
NED2 Entity disambiguation (via description) batch_69fdec35ff7881908e2fece02dc531ef completed May 8, 2026, 1:59 p.m.
Created at: April 10, 2026, 1:24 a.m.