Triple

T3741272

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fort Bliss	`E79703`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	William Beaumont Army Medical Center William Beaumont Army Medical Center is a major U.S. Army medical treatment facility in El Paso, Texas, providing comprehensive healthcare services to military personnel, their families, and veterans.	`E385102`	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: William Beaumont Army Medical Center | Statement: [Fort Bliss, hasUnit, William Beaumont Army Medical Center]

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

Target entity: William Beaumont Army Medical Center
Context triple: [Fort Bliss, hasUnit, William Beaumont Army Medical Center]

A. Madigan Army Medical Center
Madigan Army Medical Center is a major U.S. Army medical treatment facility and teaching hospital located in Washington state, providing comprehensive healthcare services to military personnel, retirees, and their families.
B. Oscar G. Johnson VA Medical Center
Oscar G. Johnson VA Medical Center is a U.S. Department of Veterans Affairs hospital that provides healthcare services to military veterans in and around Iron Mountain, Michigan.
C. Western General Hospital
Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
D. Walter Reed National Military Medical Center
Walter Reed National Military Medical Center is a major U.S. military medical facility in Maryland that serves as the flagship hospital for the U.S. Armed Forces and provides care to service members, veterans, and the President.
E. DeWitt Army Community Hospital
DeWitt Army Community Hospital is a U.S. Army medical treatment facility located at Fort Belvoir in Virginia, providing healthcare services to military personnel, their families, and eligible beneficiaries.
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: William Beaumont Army Medical Center
Triple: [Fort Bliss, hasUnit, William Beaumont Army Medical Center]

Generated description

William Beaumont Army Medical Center is a major U.S. Army medical treatment facility in El Paso, Texas, providing comprehensive healthcare services to military personnel, their families, and veterans.

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

Target entity: William Beaumont Army Medical Center
Target entity description: William Beaumont Army Medical Center is a major U.S. Army medical treatment facility in El Paso, Texas, providing comprehensive healthcare services to military personnel, their families, and veterans.

A. Madigan Army Medical Center
Madigan Army Medical Center is a major U.S. Army medical treatment facility and teaching hospital located in Washington state, providing comprehensive healthcare services to military personnel, retirees, and their families.
B. Oscar G. Johnson VA Medical Center
Oscar G. Johnson VA Medical Center is a U.S. Department of Veterans Affairs hospital that provides healthcare services to military veterans in and around Iron Mountain, Michigan.
C. Western General Hospital
Western General Hospital is a major acute teaching hospital in Edinburgh, Scotland, providing a wide range of specialist and general medical services.
D. Walter Reed National Military Medical Center
Walter Reed National Military Medical Center is a major U.S. military medical facility in Maryland that serves as the flagship hospital for the U.S. Armed Forces and provides care to service members, veterans, and the President.
E. DeWitt Army Community Hospital
DeWitt Army Community Hospital is a U.S. Army medical treatment facility located at Fort Belvoir in Virginia, providing healthcare services to military personnel, their families, and eligible beneficiaries.
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_69ad8b115610819095b02007da5ca3cb`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69adcb549490819084ebe69aae5ccf95`	completed	March 8, 2026, 7:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4db26adbc8190becd03db70e63112`	completed	March 14, 2026, 3:51 a.m.
NEDg	Description generation	`batch_69b4dc2c274c8190a7c8fa419186e188`	completed	March 14, 2026, 3:55 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4e0065b008190b2ad78546e563b4d`	completed	March 14, 2026, 4:11 a.m.

Created at: March 8, 2026, 3:34 p.m.