Triple

T4781517
Position Surface form Disambiguated ID Type / Status
Subject 316th Wing E106176 entity
Predicate hasComponent P35 FINISHED
Object 316th Civil Engineer Squadron
The 316th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to the 316th Wing.
 E470799 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: 316th Civil Engineer Squadron | Statement: [316th Wing, hasComponent, 316th Civil Engineer Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 316th Civil Engineer Squadron
Context triple: [316th Wing, hasComponent, 316th Civil Engineer Squadron]
  • A. 611th Civil Engineer Squadron
    The 611th Civil Engineer Squadron is a U.S. Air Force unit that provides engineering, infrastructure, and emergency management support, particularly for installations and operations under the Eleventh Air Force in Alaska and the Arctic region.
  • B. 460th Civil Engineer Squadron
    The 460th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency management support to the installation and missions associated with the former 460th Space Wing.
  • 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. 167th Maintenance Group
    The 167th Maintenance Group is a unit of the West Virginia Air National Guard responsible for maintaining and supporting the aircraft and equipment of the 167th Airlift Wing.
  • E. 113th Maintenance Group
    The 113th Maintenance Group is a unit of the District of Columbia Air National Guard responsible for providing aircraft and equipment maintenance support to the 113th Wing’s flying 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: 316th Civil Engineer Squadron
Triple: [316th Wing, hasComponent, 316th Civil Engineer Squadron]
Generated description
The 316th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to the 316th Wing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 316th Civil Engineer Squadron
Target entity description: The 316th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency services support to the 316th Wing.
  • A. 611th Civil Engineer Squadron
    The 611th Civil Engineer Squadron is a U.S. Air Force unit that provides engineering, infrastructure, and emergency management support, particularly for installations and operations under the Eleventh Air Force in Alaska and the Arctic region.
  • B. 460th Civil Engineer Squadron
    The 460th Civil Engineer Squadron is a U.S. Air Force unit responsible for providing engineering, construction, infrastructure maintenance, and emergency management support to the installation and missions associated with the former 460th Space Wing.
  • 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. 167th Maintenance Group
    The 167th Maintenance Group is a unit of the West Virginia Air National Guard responsible for maintaining and supporting the aircraft and equipment of the 167th Airlift Wing.
  • E. 113th Maintenance Group
    The 113th Maintenance Group is a unit of the District of Columbia Air National Guard responsible for providing aircraft and equipment maintenance support to the 113th Wing’s flying 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_69bd43f3074c8190937e7b0a457fe9f1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65aa577c81909ec1b94e47810169 completed March 20, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43d371b081908142e6d66780e0f0 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be46f9aa048190a5d0ada90ee57451 completed March 21, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69be481013c08190b36304044a16c5f4 completed March 21, 2026, 7:26 a.m.
Created at: March 20, 2026, 1:21 p.m.