Triple

T3887127

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Marine Corps aviation units	`E92967`	entity
Predicate	organizedAs	`P4786`	FINISHED
Object	Marine Tactical Air Command Squadron A Marine Tactical Air Command Squadron is a United States Marine Corps aviation command and control unit responsible for coordinating, directing, and managing air operations in support of Marine Air-Ground Task Forces.	`E405434`	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 Tactical Air Command Squadron | Statement: [United States Marine Corps aviation units, organizedAs, Marine Tactical Air Command Squadron]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Marine Tactical Air Command Squadron
Context triple: [United States Marine Corps aviation units, organizedAs, Marine Tactical Air Command Squadron]

A. Marine Fighter Attack Squadron
A Marine Fighter Attack Squadron is a United States Marine Corps aviation unit equipped and trained to conduct both air-to-air and air-to-ground combat missions.
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 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.
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 Aerial Refueler Transport Squadron
A Marine Aerial Refueler Transport Squadron is a United States Marine Corps aviation unit that provides aerial refueling and transport support for Marine air and ground forces.
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 Tactical Air Command Squadron
Triple: [United States Marine Corps aviation units, organizedAs, Marine Tactical Air Command Squadron]

Generated description

A Marine Tactical Air Command Squadron is a United States Marine Corps aviation command and control unit responsible for coordinating, directing, and managing air operations in support of Marine Air-Ground Task Forces.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Marine Tactical Air Command Squadron
Target entity description: A Marine Tactical Air Command Squadron is a United States Marine Corps aviation command and control unit responsible for coordinating, directing, and managing air operations in support of Marine Air-Ground Task Forces.

A. Marine Fighter Attack Squadron
A Marine Fighter Attack Squadron is a United States Marine Corps aviation unit equipped and trained to conduct both air-to-air and air-to-ground combat missions.
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 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.
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 Aerial Refueler Transport Squadron
A Marine Aerial Refueler Transport Squadron is a United States Marine Corps aviation unit that provides aerial refueling and transport support for Marine air and ground forces.
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_69b54c3151e8819082d72756875a9b1d`	completed	March 14, 2026, 11:53 a.m.
NEDg	Description generation	`batch_69b54ce136c08190bfb049783e171cd0`	completed	March 14, 2026, 11:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69b54d52732c8190b746ab0862976432`	completed	March 14, 2026, 11:58 a.m.

Created at: March 9, 2026, 3:20 p.m.