Triple

T3887126
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps aviation units E92967 entity
Predicate organizedAs P4786 FINISHED
Object Marine Air Support Squadron
A Marine Air Support Squadron is a United States Marine Corps aviation command and control unit that coordinates and directs close air support for Marine ground forces.
 E403838 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: Marine Air Support Squadron | Statement: [United States Marine Corps aviation units, organizedAs, Marine Air Support Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marine Air Support Squadron
Context triple: [United States Marine Corps aviation units, organizedAs, Marine Air Support Squadron]
  • A. Marine Wing Support Squadron
    A Marine Wing Support Squadron is a United States Marine Corps unit that provides essential ground and logistical support to enable and sustain Marine aviation operations.
  • B. Marine Unmanned Aerial Vehicle Squadron
    A Marine Unmanned Aerial Vehicle Squadron is a United States Marine Corps aviation unit that operates and maintains unmanned aircraft systems to provide reconnaissance, surveillance, and other support to Marine forces.
  • C. Marine Aviation Logistics Squadron
    A Marine Aviation Logistics Squadron is a United States Marine Corps unit that provides maintenance, supply, and logistical support to Marine aviation units to keep aircraft and related systems operational.
  • D. Marine Medium Tiltrotor Squadron
    A Marine Medium Tiltrotor Squadron is a United States Marine Corps aviation unit equipped with MV-22B Osprey aircraft to provide medium-lift assault support and transport capabilities.
  • E. Marine Wing Headquarters Squadron 2
    Marine Wing Headquarters Squadron 2 is a United States Marine Corps aviation command and control unit that provides administrative and operational support to the 2nd Marine Aircraft Wing.
  • 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: Marine Air Support Squadron
Triple: [United States Marine Corps aviation units, organizedAs, Marine Air Support Squadron]
Generated description
A Marine Air Support Squadron is a United States Marine Corps aviation command and control unit that coordinates and directs close air support for Marine ground forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marine Air Support Squadron
Target entity description: A Marine Air Support Squadron is a United States Marine Corps aviation command and control unit that coordinates and directs close air support for Marine ground forces.
  • A. Marine Wing Support Squadron
    A Marine Wing Support Squadron is a United States Marine Corps unit that provides essential ground and logistical support to enable and sustain Marine aviation operations.
  • B. Marine Unmanned Aerial Vehicle Squadron
    A Marine Unmanned Aerial Vehicle Squadron is a United States Marine Corps aviation unit that operates and maintains unmanned aircraft systems to provide reconnaissance, surveillance, and other support to Marine forces.
  • C. Marine Aviation Logistics Squadron
    A Marine Aviation Logistics Squadron is a United States Marine Corps unit that provides maintenance, supply, and logistical support to Marine aviation units to keep aircraft and related systems operational.
  • D. Marine Medium Tiltrotor Squadron
    A Marine Medium Tiltrotor Squadron is a United States Marine Corps aviation unit equipped with MV-22B Osprey aircraft to provide medium-lift assault support and transport capabilities.
  • E. Marine Wing Headquarters Squadron 2
    Marine Wing Headquarters Squadron 2 is a United States Marine Corps aviation command and control unit that provides administrative and operational support to the 2nd Marine Aircraft Wing.
  • 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeecabe3548190a5cbf9d0af0bcfb6 completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b53fe99ccc8190849ffe819a4bfd8f completed March 14, 2026, 11 a.m.
NEDg Description generation batch_69b540c5ab7881908b7ebb0af2f9da46 completed March 14, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69b5415e002881908343ae30b2f8a16c completed March 14, 2026, 11:07 a.m.
Created at: March 9, 2026, 3:20 p.m.