Triple

T8693914

Position	Surface form	Disambiguated ID	Type / Status
Subject	Training Air Wing FIVE	`E206357`	entity
Predicate	subordinateUnit	`P258`	FINISHED
Object	Helicopter Training Squadron 18 (HT-18) Helicopter Training Squadron 18 (HT-18) is a U.S. Navy squadron that conducts advanced helicopter flight training for naval aviators and aircrew.	`E752452`	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: Helicopter Training Squadron 18 (HT-18) | Statement: [Training Air Wing FIVE, subordinateUnit, Helicopter Training Squadron 18 (HT-18)]

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

Target entity: Helicopter Training Squadron 18 (HT-18)
Context triple: [Training Air Wing FIVE, subordinateUnit, Helicopter Training Squadron 18 (HT-18)]

A. Helicopter Training Squadron 8 (HT-8)
Helicopter Training Squadron 8 (HT-8) is a U.S. Navy helicopter training squadron that provides primary and advanced rotary-wing flight instruction to student naval aviators.
B. Training Squadron 2 (VT-2)
Training Squadron 2 (VT-2) is a U.S. Navy primary flight training squadron that instructs student naval aviators in basic flying skills as part of the Naval Air Training Command.
C. Marine Aviation Training Support Group 21
Marine Aviation Training Support Group 21 is a United States Marine Corps aviation training unit responsible for providing specialized instruction and support to Marine aviators and aviation support personnel.
D. Marine Helicopter Squadron One
Marine Helicopter Squadron One is a United States Marine Corps unit responsible for providing helicopter transport for the President and other senior government officials.
E. Marine Light Attack Helicopter Squadron
A Marine Light Attack Helicopter Squadron is a United States Marine Corps aviation unit that operates attack and utility helicopters to provide close air support, armed reconnaissance, and escort missions for Marine 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: Helicopter Training Squadron 18 (HT-18)
Triple: [Training Air Wing FIVE, subordinateUnit, Helicopter Training Squadron 18 (HT-18)]

Generated description

Helicopter Training Squadron 18 (HT-18) is a U.S. Navy squadron that conducts advanced helicopter flight training for naval aviators and aircrew.

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

Target entity: Helicopter Training Squadron 18 (HT-18)
Target entity description: Helicopter Training Squadron 18 (HT-18) is a U.S. Navy squadron that conducts advanced helicopter flight training for naval aviators and aircrew.

A. Helicopter Training Squadron 8 (HT-8)
Helicopter Training Squadron 8 (HT-8) is a U.S. Navy helicopter training squadron that provides primary and advanced rotary-wing flight instruction to student naval aviators.
B. Training Squadron 2 (VT-2)
Training Squadron 2 (VT-2) is a U.S. Navy primary flight training squadron that instructs student naval aviators in basic flying skills as part of the Naval Air Training Command.
C. Marine Aviation Training Support Group 21
Marine Aviation Training Support Group 21 is a United States Marine Corps aviation training unit responsible for providing specialized instruction and support to Marine aviators and aviation support personnel.
D. Marine Helicopter Squadron One
Marine Helicopter Squadron One is a United States Marine Corps unit responsible for providing helicopter transport for the President and other senior government officials.
E. Marine Light Attack Helicopter Squadron
A Marine Light Attack Helicopter Squadron is a United States Marine Corps aviation unit that operates attack and utility helicopters to provide close air support, armed reconnaissance, and escort missions for Marine 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_69ca835481fc819084e33d3bc883bfa6`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5826bbb48190a212fb1bb06e05e6`	completed	March 31, 2026, 11:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf28958ba481908383e31802ce2093`	completed	April 3, 2026, 2:40 a.m.
NEDg	Description generation	`batch_69cf2bcff84881908a7985fdf8189583`	completed	April 3, 2026, 2:54 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf2ca1ddac8190a36367e6bba8e3c8`	completed	April 3, 2026, 2:57 a.m.

Created at: March 30, 2026, 6:33 p.m.