Triple

T15714100

Position	Surface form	Disambiguated ID	Type / Status
Subject	Surgeon General of the United States Army	`E380913`	entity
Predicate	supervises	`P258`	FINISHED
Object	Army Medical Specialist Corps The Army Medical Specialist Corps is a branch of the U.S. Army Medical Department composed of commissioned officers who provide specialized services such as dietetics, occupational therapy, physical therapy, and physician assistant support to enhance soldiers’ health and readiness.	`E1176397`	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: Army Medical Specialist Corps | Statement: [Surgeon General of the United States Army, supervises, Army Medical Specialist Corps]

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

Target entity: Army Medical Specialist Corps
Context triple: [Surgeon General of the United States Army, supervises, Army Medical Specialist Corps]

A. Army Medical Service Corps
The Army Medical Service Corps is a specialized branch of the U.S. Army composed of healthcare administrators, scientists, and allied health professionals who support military medical operations and readiness.
B. Army Medical Corps
The Army Medical Corps is the branch of the Indian Army responsible for providing medical care, treatment, and health services to military personnel in peace and war.
C. Army Medical Corps
The Army Medical Corps is the branch of the Malaysian Army responsible for providing medical care, health services, and battlefield medical support to military personnel.
D. Army Medical Service
The Army Medical Service is the medical corps of the Singapore Army responsible for providing healthcare, medical support, and combat casualty care to army personnel.
E. Army Medical Services
Army Medical Services is the branch of the British Army responsible for providing medical care, support, and healthcare services to soldiers in both peacetime and on 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: Army Medical Specialist Corps
Triple: [Surgeon General of the United States Army, supervises, Army Medical Specialist Corps]

Generated description

The Army Medical Specialist Corps is a branch of the U.S. Army Medical Department composed of commissioned officers who provide specialized services such as dietetics, occupational therapy, physical therapy, and physician assistant support to enhance soldiers’ health and readiness.

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

Target entity: Army Medical Specialist Corps
Target entity description: The Army Medical Specialist Corps is a branch of the U.S. Army Medical Department composed of commissioned officers who provide specialized services such as dietetics, occupational therapy, physical therapy, and physician assistant support to enhance soldiers’ health and readiness.

A. Army Medical Service Corps
The Army Medical Service Corps is a specialized branch of the U.S. Army composed of healthcare administrators, scientists, and allied health professionals who support military medical operations and readiness.
B. Army Medical Corps
The Army Medical Corps is the branch of the Indian Army responsible for providing medical care, treatment, and health services to military personnel in peace and war.
C. Army Medical Corps
The Army Medical Corps is the branch of the Malaysian Army responsible for providing medical care, health services, and battlefield medical support to military personnel.
D. Army Medical Service
The Army Medical Service is the medical corps of the Singapore Army responsible for providing healthcare, medical support, and combat casualty care to army personnel.
E. Army Medical Services
Army Medical Services is the branch of the British Army responsible for providing medical care, support, and healthcare services to soldiers in both peacetime and on 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_69d86d9bf930819082b30cf6d169297c`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e04f90aea0819082a9e9fe0f7780b0`	completed	April 16, 2026, 2:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ff9090e25481909f142b54ac4802f8`	completed	May 9, 2026, 7:52 p.m.
NEDg	Description generation	`batch_69ff92d044f48190baefcf932f369350`	completed	May 9, 2026, 8:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69ff934af4288190b3d3cad6af142334`	completed	May 9, 2026, 8:04 p.m.

Created at: April 10, 2026, 4:45 a.m.