Triple

T11079569
Position Surface form Disambiguated ID Type / Status
Subject 310th Space Wing E261952 entity
Predicate hasComponentUnit P11709 FINISHED
Object 310th Logistics Readiness Flight
The 310th Logistics Readiness Flight is a support unit within the U.S. Air Force Reserve’s 310th Space Wing that provides logistics, supply, and transportation services to enable the wing’s space operations mission.
E911452 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: 310th Logistics Readiness Flight | Statement: [310th Space Wing, hasComponentUnit, 310th Logistics Readiness Flight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 310th Logistics Readiness Flight
Context triple: [310th Space Wing, hasComponentUnit, 310th Logistics Readiness Flight]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 310th Security Forces Squadron
    The 310th Security Forces Squadron is a U.S. Air Force unit that provides law enforcement, security, and force protection support for the 310th Space Wing and its space 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: 310th Logistics Readiness Flight
Triple: [310th Space Wing, hasComponentUnit, 310th Logistics Readiness Flight]
Generated description
The 310th Logistics Readiness Flight is a support unit within the U.S. Air Force Reserve’s 310th Space Wing that provides logistics, supply, and transportation services to enable the wing’s space operations mission.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 310th Logistics Readiness Flight
Target entity description: The 310th Logistics Readiness Flight is a support unit within the U.S. Air Force Reserve’s 310th Space Wing that provides logistics, supply, and transportation services to enable the wing’s space operations mission.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 310th Security Forces Squadron
    The 310th Security Forces Squadron is a U.S. Air Force unit that provides law enforcement, security, and force protection support for the 310th Space Wing and its space 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_69d6aa9983c08190b0ef61603b69feac completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7999603948190934bca3a9151d726 completed April 9, 2026, 12:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69e496a593c4819090d295119ce50e48 completed April 19, 2026, 8:47 a.m.
NEDg Description generation batch_69e49c09844881908e0d95ba3f239024 completed April 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69e49e7f8b108190bb69f532adf25809 completed April 19, 2026, 9:21 a.m.
Created at: April 8, 2026, 9:27 p.m.