Triple

T10725377
Position Surface form Disambiguated ID Type / Status
Subject 165th Air Support Operations Squadron E252931 entity
Predicate component P35 FINISHED
Object Air Support Operations
Air Support Operations refers to military units and activities that coordinate, control, and direct air power in support of ground forces during combat operations.
E883074 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: Air Support Operations | Statement: [165th Air Support Operations Squadron, component, Air Support Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Air Support Operations
Context triple: [165th Air Support Operations Squadron, component, Air Support Operations]
  • A. Air and Marine Operations
    Air and Marine Operations is a specialized law enforcement branch of U.S. Customs and Border Protection that uses aircraft and vessels to secure U.S. borders and interdict illegal activities.
  • B. Airborne Warfare
    Airborne Warfare is a military history and strategy book by U.S. General James M. Gavin that analyzes the development, tactics, and strategic use of airborne forces in modern warfare.
  • C. Air Operations Section
    The Air Operations Section is the Los Angeles County Fire Department’s aviation unit responsible for helicopter-based firefighting, rescue, and emergency support operations.
  • D. Air Support Unit
    The Air Support Unit is the aviation division of Washington, D.C.’s Metropolitan Police Department, providing aerial patrol, surveillance, and support for law enforcement operations.
  • E. Air Support Unit
    The Air Support Unit is a specialized aviation division of York Regional Police that provides aerial surveillance, search and rescue, and support for ground 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: Air Support Operations
Triple: [165th Air Support Operations Squadron, component, Air Support Operations]
Generated description
Air Support Operations refers to military units and activities that coordinate, control, and direct air power in support of ground forces during combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Air Support Operations
Target entity description: Air Support Operations refers to military units and activities that coordinate, control, and direct air power in support of ground forces during combat operations.
  • A. Air and Marine Operations
    Air and Marine Operations is a specialized law enforcement branch of U.S. Customs and Border Protection that uses aircraft and vessels to secure U.S. borders and interdict illegal activities.
  • B. Airborne Warfare
    Airborne Warfare is a military history and strategy book by U.S. General James M. Gavin that analyzes the development, tactics, and strategic use of airborne forces in modern warfare.
  • C. Air Operations Section
    The Air Operations Section is the Los Angeles County Fire Department’s aviation unit responsible for helicopter-based firefighting, rescue, and emergency support operations.
  • D. Air Support Unit
    The Air Support Unit is the aviation division of Washington, D.C.’s Metropolitan Police Department, providing aerial patrol, surveillance, and support for law enforcement operations.
  • E. Air Support Unit
    The Air Support Unit is a specialized aviation division of York Regional Police that provides aerial surveillance, search and rescue, and support for ground 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d70d473cfc8190b0ea6dbec14ee070 completed April 9, 2026, 2:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69de22848ee881908e9d89f21252ef7d completed April 14, 2026, 11:18 a.m.
NEDg Description generation batch_69de25d25474819081402b75ef7492f6 completed April 14, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_69de2808244c8190bdb2d4d49f30e0d7 completed April 14, 2026, 11:42 a.m.
Created at: April 8, 2026, 9:14 p.m.