Triple

T1819446

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hurlburt Field	`E40509`	entity
Predicate	garrison	`P75`	FINISHED
Object	73rd Special Operations Squadron The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.	`E221639`	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: 73rd Special Operations Squadron | Statement: [Hurlburt Field, garrison, 73rd Special Operations Squadron]

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

Target entity: 73rd Special Operations Squadron
Context triple: [Hurlburt Field, garrison, 73rd Special Operations Squadron]

A. 34th Special Operations Squadron
The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
B. 8th Special Operations Squadron
The 8th Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized airpower missions, including infiltration, exfiltration, and resupply of special operations forces.
C. 24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
D. 4th Special Operations Squadron
The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
E. 24th Special Operations Wing
The 24th Special Operations Wing is a United States Air Force special operations unit that organizes, trains, and equips special tactics airmen for global special operations missions.
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: 73rd Special Operations Squadron
Triple: [Hurlburt Field, garrison, 73rd Special Operations Squadron]

Generated description

The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.

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

Target entity: 73rd Special Operations Squadron
Target entity description: The 73rd Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.

A. 34th Special Operations Squadron
The 34th Special Operations Squadron is a United States Air Force unit that conducts specialized and often clandestine air operations in support of special operations forces.
B. 8th Special Operations Squadron
The 8th Special Operations Squadron is a U.S. Air Force special operations unit known for conducting specialized airpower missions, including infiltration, exfiltration, and resupply of special operations forces.
C. 24th Special Tactics Squadron
The 24th Special Tactics Squadron is an elite, highly classified U.S. Air Force special operations unit that provides combat controllers, pararescuemen, and other special tactics airmen in support of top-tier special mission units.
D. 4th Special Operations Squadron
The 4th Special Operations Squadron is a U.S. Air Force unit that conducts specialized airborne operations, including close air support and gunship missions, as part of Air Force Special Operations Command.
E. 24th Special Operations Wing
The 24th Special Operations Wing is a United States Air Force special operations unit that organizes, trains, and equips special tactics airmen for global special operations missions.
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_69a8864526c081908a3a4d74f689e2c5`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69aa65f9f32c819084948e7ce7fa6f2e`	completed	March 6, 2026, 5:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae0307ffac8190a9d335a975e88e9e`	completed	March 8, 2026, 11:15 p.m.
NEDg	Description generation	`batch_69ae0386785c8190ae74e5f04a4809fc`	completed	March 8, 2026, 11:17 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae04253a80819092c112faddec1de1`	completed	March 8, 2026, 11:20 p.m.

Created at: March 4, 2026, 7:32 p.m.