Triple

T4364954

Position	Surface form	Disambiguated ID	Type / Status
Subject	Air Force Special Operations Command	`E98747`	entity
Predicate	employs	`P7`	FINISHED
Object	Tactical Air Control Party specialists Tactical Air Control Party specialists are elite U.S. Air Force ground operators who deploy with combat units to coordinate and direct close air support and other airpower in frontline operations.	`E432545`	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: Tactical Air Control Party specialists | Statement: [Air Force Special Operations Command, employs, Tactical Air Control Party specialists]

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

Target entity: Tactical Air Control Party specialists
Context triple: [Air Force Special Operations Command, employs, Tactical Air Control Party specialists]

A. Special Weapons and Tactics unit
The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
B. Joint Forward Air Control Training and Standards Unit
The Joint Forward Air Control Training and Standards Unit is a Royal Air Force unit responsible for training and standardizing forward air controllers who coordinate air support for ground forces.
C. Aviation Combat Element
The Aviation Combat Element is the aviation-focused component of a Marine Air-Ground Task Force, providing air support, assault support, and other aviation capabilities to Marine expeditionary operations.
D. Special Operations Aviation Squadron
The Special Operations Aviation Squadron is an elite Polish military aviation unit that provides specialized air support, transport, and insertion capabilities for the country’s special forces.
E. 427 Special Operations Aviation Squadron
427 Special Operations Aviation Squadron is a Canadian military aviation unit that provides specialized helicopter support to special operations 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: Tactical Air Control Party specialists
Triple: [Air Force Special Operations Command, employs, Tactical Air Control Party specialists]

Generated description

Tactical Air Control Party specialists are elite U.S. Air Force ground operators who deploy with combat units to coordinate and direct close air support and other airpower in frontline operations.

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

Target entity: Tactical Air Control Party specialists
Target entity description: Tactical Air Control Party specialists are elite U.S. Air Force ground operators who deploy with combat units to coordinate and direct close air support and other airpower in frontline operations.

A. Special Weapons and Tactics unit
The Special Weapons and Tactics unit is a specialized law enforcement team trained and equipped to handle high-risk operations such as hostage rescues, armed standoffs, and counterterrorism incidents.
B. Joint Forward Air Control Training and Standards Unit
The Joint Forward Air Control Training and Standards Unit is a Royal Air Force unit responsible for training and standardizing forward air controllers who coordinate air support for ground forces.
C. Aviation Combat Element
The Aviation Combat Element is the aviation-focused component of a Marine Air-Ground Task Force, providing air support, assault support, and other aviation capabilities to Marine expeditionary operations.
D. Special Operations Aviation Squadron
The Special Operations Aviation Squadron is an elite Polish military aviation unit that provides specialized air support, transport, and insertion capabilities for the country’s special forces.
E. 427 Special Operations Aviation Squadron
427 Special Operations Aviation Squadron is a Canadian military aviation unit that provides specialized helicopter support to special operations 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_69b3454c772081908e20173e379e8ebe`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b351fea3e88190807b99868982c491`	completed	March 12, 2026, 11:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5dbc925d881909fac944bc7ce5407`	completed	March 14, 2026, 10:06 p.m.
NEDg	Description generation	`batch_69b5dc587b108190a8e3da0fde98a7ce`	completed	March 14, 2026, 10:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5dcbf4d5081908d24bce8e2769124`	completed	March 14, 2026, 10:10 p.m.

Created at: March 12, 2026, 11:16 p.m.