Triple

T5341141
Position Surface form Disambiguated ID Type / Status
Subject U.S. military health system E123945 entity
Predicate hasSubOrganization P747 FINISHED
Object Army Medical Department
The Army Medical Department is the branch of the United States Army responsible for providing medical care, health services, and medical readiness support to soldiers and military operations.
 E512128 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 Department | Statement: [U.S. military health system, hasSubOrganization, Army Medical Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Army Medical Department
Context triple: [U.S. military health system, hasSubOrganization, Army Medical Department]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Army Medical Services Directorate
    The Army Medical Services Directorate is the central authority responsible for planning, coordinating, and overseeing medical and healthcare services for the Indian Army.
  • 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 Department
Triple: [U.S. military health system, hasSubOrganization, Army Medical Department]
Generated description
The Army Medical Department is the branch of the United States Army responsible for providing medical care, health services, and medical readiness support to soldiers and military operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Army Medical Department
Target entity description: The Army Medical Department is the branch of the United States Army responsible for providing medical care, health services, and medical readiness support to soldiers and military operations.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Army Medical Services Directorate
    The Army Medical Services Directorate is the central authority responsible for planning, coordinating, and overseeing medical and healthcare services for the Indian Army.
  • 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.