Triple

T3887129

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Marine Corps aviation units	`E92967`	entity
Predicate	organizedAs	`P4786`	FINISHED
Object	Marine Wing Communications Squadron A Marine Wing Communications Squadron is a United States Marine Corps aviation support unit that provides tactical communications and information systems for Marine aircraft wings and associated commands.	`E411737`	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 Wing Communications Squadron | Statement: [United States Marine Corps aviation units, organizedAs, Marine Wing Communications Squadron]

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

Target entity: Marine Wing Communications Squadron
Context triple: [United States Marine Corps aviation units, organizedAs, Marine Wing Communications 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 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.
C. Marine Wing Headquarters Squadron 1
Marine Wing Headquarters Squadron 1 is a United States Marine Corps aviation command and support unit that provides administrative, logistical, and operational headquarters functions for the 1st Marine Aircraft Wing.
D. 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.
E. Marine Wing Support Group 27
Marine Wing Support Group 27 is a United States Marine Corps aviation ground support unit that provides essential logistical, engineering, and combat service support to Marine aviation 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: Marine Wing Communications Squadron
Triple: [United States Marine Corps aviation units, organizedAs, Marine Wing Communications Squadron]

Generated description

A Marine Wing Communications Squadron is a United States Marine Corps aviation support unit that provides tactical communications and information systems for Marine aircraft wings and associated commands.

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

Target entity: Marine Wing Communications Squadron
Target entity description: A Marine Wing Communications Squadron is a United States Marine Corps aviation support unit that provides tactical communications and information systems for Marine aircraft wings and associated commands.

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 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.
C. Marine Wing Headquarters Squadron 1
Marine Wing Headquarters Squadron 1 is a United States Marine Corps aviation command and support unit that provides administrative, logistical, and operational headquarters functions for the 1st Marine Aircraft Wing.
D. 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.
E. Marine Wing Support Group 27
Marine Wing Support Group 27 is a United States Marine Corps aviation ground support unit that provides essential logistical, engineering, and combat service support to Marine aviation 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_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_69b562821c3c81909805cb877288405b`	completed	March 14, 2026, 1:28 p.m.
NEDg	Description generation	`batch_69b563b3db0481909f3dd2a9e6a88e6e`	completed	March 14, 2026, 1:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69b567e223cc8190aa1d7e827e6c70fd`	completed	March 14, 2026, 1:51 p.m.

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