Triple

T15690476
Position Surface form Disambiguated ID Type / Status
Subject 52nd Fighter Wing E380313 entity
Predicate componentUnit P11709 FINISHED
Object 52nd Logistics Readiness Squadron
The 52nd Logistics Readiness Squadron is a U.S. Air Force unit that provides supply, transportation, and logistics support to the 52nd Fighter Wing’s operations.
 E1174370 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: 52nd Logistics Readiness Squadron | Statement: [52nd Fighter Wing, componentUnit, 52nd Logistics Readiness Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 52nd Logistics Readiness Squadron
Context triple: [52nd Fighter Wing, componentUnit, 52nd Logistics Readiness Squadron]
  • A. 42nd Logistics Readiness Squadron
    The 42nd Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing transportation, supply, and logistics support to operations under the 42nd Air Base Wing.
  • B. 325th Logistics Readiness Squadron
    The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
  • C. 37th Logistics Readiness Squadron
    The 37th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to operations at Joint Base San Antonio–Lackland and associated missions.
  • D. 175th Logistics Readiness Squadron
    The 175th Logistics Readiness Squadron is a unit of the Maryland Air National Guard responsible for providing logistics planning, supply, transportation, and deployment support to the 175th Wing’s operations.
  • E. 36th Logistics Readiness Squadron
    The 36th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to enable the operations of its parent wing and mission support group.
  • 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: 52nd Logistics Readiness Squadron
Triple: [52nd Fighter Wing, componentUnit, 52nd Logistics Readiness Squadron]
Generated description
The 52nd Logistics Readiness Squadron is a U.S. Air Force unit that provides supply, transportation, and logistics support to the 52nd Fighter Wing’s operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 52nd Logistics Readiness Squadron
Target entity description: The 52nd Logistics Readiness Squadron is a U.S. Air Force unit that provides supply, transportation, and logistics support to the 52nd Fighter Wing’s operations.
  • A. 42nd Logistics Readiness Squadron
    The 42nd Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing transportation, supply, and logistics support to operations under the 42nd Air Base Wing.
  • B. 325th Logistics Readiness Squadron
    The 325th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to its parent wing’s operations.
  • C. 37th Logistics Readiness Squadron
    The 37th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to operations at Joint Base San Antonio–Lackland and associated missions.
  • D. 175th Logistics Readiness Squadron
    The 175th Logistics Readiness Squadron is a unit of the Maryland Air National Guard responsible for providing logistics planning, supply, transportation, and deployment support to the 175th Wing’s operations.
  • E. 36th Logistics Readiness Squadron
    The 36th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to enable the operations of its parent wing and mission support group.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4e59988190aaf12f6a07c8f0e4 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff82ee580c819082ad53db6da91f66 completed May 9, 2026, 6:54 p.m.
NEDg Description generation batch_69ff83b7a534819090e24491579376c3 completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:44 a.m.