Triple

T21217341
Position Surface form Disambiguated ID Type / Status
Subject 57th Mission Support Group E522869 entity
Predicate hasComponent P35 FINISHED
Object logistics readiness squadron
A logistics readiness squadron is a U.S. Air Force unit responsible for planning, managing, and executing supply, transportation, and deployment support to ensure operational readiness.
E1471249 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: logistics readiness squadron | Statement: [57th Mission Support Group, hasComponent, logistics readiness squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: logistics readiness squadron
Context triple: [57th Mission Support Group, hasComponent, logistics readiness squadron]
  • A. 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.
  • B. 377th Logistics Readiness Squadron
    The 377th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to its parent wing’s operations.
  • C. 316th Logistics Readiness Squadron
    The 316th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, supply, and transportation support to the 316th Wing and its missions.
  • D. 51st Logistics Readiness Squadron
    The 51st Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to the 51st Fighter Wing.
  • E. 176th Logistics Readiness Squadron
    The 176th Logistics Readiness Squadron is a unit of the Alaska Air National Guard responsible for providing logistics, supply, and transportation support to air operations.
  • 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: logistics readiness squadron
Triple: [57th Mission Support Group, hasComponent, logistics readiness squadron]
Generated description
A logistics readiness squadron is a U.S. Air Force unit responsible for planning, managing, and executing supply, transportation, and deployment support to ensure operational readiness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: logistics readiness squadron
Target entity description: A logistics readiness squadron is a U.S. Air Force unit responsible for planning, managing, and executing supply, transportation, and deployment support to ensure operational readiness.
  • A. 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.
  • B. 377th Logistics Readiness Squadron
    The 377th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, transportation, and supply support to its parent wing’s operations.
  • C. 316th Logistics Readiness Squadron
    The 316th Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing comprehensive logistics, supply, and transportation support to the 316th Wing and its missions.
  • D. 51st Logistics Readiness Squadron
    The 51st Logistics Readiness Squadron is a U.S. Air Force unit responsible for providing logistics, supply, transportation, and deployment support to the 51st Fighter Wing.
  • E. 176th Logistics Readiness Squadron
    The 176th Logistics Readiness Squadron is a unit of the Alaska Air National Guard responsible for providing logistics, supply, and transportation support to air operations.
  • 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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734744dcc81908b3065adc93b4b98 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097edb6de4819094cf7a50670afdfa completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097f5016348190aeb01856a5c57b41 completed May 17, 2026, 8:41 a.m.
NED2 Entity disambiguation (via description) batch_6a097fe399048190a1b29f16d8e46d8d completed May 17, 2026, 8:44 a.m.
Created at: April 16, 2026, 3:41 p.m.