Triple

T5341143

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. military health system	`E123945`	entity
Predicate	hasSubOrganization	`P747`	FINISHED
Object	Air Force Medical Service The Air Force Medical Service is the healthcare organization of the U.S. Air Force, responsible for providing medical support, readiness, and care to Air Force personnel and their families worldwide.	`E512129`	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: Air Force Medical Service | Statement: [U.S. military health system, hasSubOrganization, Air Force Medical Service]

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

Target entity: Air Force Medical Service
Context triple: [U.S. military health system, hasSubOrganization, Air Force Medical Service]

A. Military Health Command
The Military Health Command is the branch of El Salvador’s armed forces responsible for providing medical support, healthcare services, and health management for military personnel.
B. U.S. Army Medical Command
The U.S. Army Medical Command is the Army’s primary organization responsible for providing and managing medical care, health services, and readiness support for soldiers, their families, and eligible beneficiaries worldwide.
C. 316th Medical Group
The 316th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and missions associated with the 316th Wing.
D. United States Medical Department (Army)
The United States Medical Department (Army) was the branch of the U.S. Army responsible for providing medical care, sanitation, and health services to soldiers and military personnel.
E. Service de santé des armées
The Service de santé des armées is the French military health service responsible for providing medical support, care, and research for members of the French Armed Forces in peacetime and during 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: Air Force Medical Service
Triple: [U.S. military health system, hasSubOrganization, Air Force Medical Service]

Generated description

The Air Force Medical Service is the healthcare organization of the U.S. Air Force, responsible for providing medical support, readiness, and care to Air Force personnel and their families worldwide.

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

Target entity: Air Force Medical Service
Target entity description: The Air Force Medical Service is the healthcare organization of the U.S. Air Force, responsible for providing medical support, readiness, and care to Air Force personnel and their families worldwide.

A. Military Health Command
The Military Health Command is the branch of El Salvador’s armed forces responsible for providing medical support, healthcare services, and health management for military personnel.
B. U.S. Army Medical Command
The U.S. Army Medical Command is the Army’s primary organization responsible for providing and managing medical care, health services, and readiness support for soldiers, their families, and eligible beneficiaries worldwide.
C. 316th Medical Group
The 316th Medical Group is a U.S. Air Force medical unit that provides healthcare services and medical readiness support to personnel and missions associated with the 316th Wing.
D. United States Medical Department (Army)
The United States Medical Department (Army) was the branch of the U.S. Army responsible for providing medical care, sanitation, and health services to soldiers and military personnel.
E. Service de santé des armées
The Service de santé des armées is the French military health service responsible for providing medical support, care, and research for members of the French Armed Forces in peacetime and during 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_69bd464b07f8819095aa76577c9829e4`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd85cb250c81908a48e4e2bbebbdb9`	completed	March 20, 2026, 5:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf18c8db388190a31f55854e7370fc`	completed	March 21, 2026, 10:16 p.m.
NEDg	Description generation	`batch_69bf19c8273081908a5138e9af921ec7`	completed	March 21, 2026, 10:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf1a3049648190b5040e587671610a`	completed	March 21, 2026, 10:22 p.m.

Created at: March 20, 2026, 2 p.m.