Triple

T18268962
Position Surface form Disambiguated ID Type / Status
Subject Army Medical Services Directorate E437558 entity
Predicate oversees P46 FINISHED
Object Army hospitals
Army hospitals are military medical facilities that provide healthcare, surgery, and emergency treatment to soldiers and other eligible personnel, often both in garrison and in combat zones.
E1315759 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 hospitals | Statement: [Army Medical Services Directorate, oversees, Army hospitals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army hospitals
Context triple: [Army Medical Services Directorate, oversees, Army hospitals]
  • A. Army community hospitals
    Army community hospitals are medical facilities that provide healthcare services to soldiers, their families, and other eligible beneficiaries within U.S. Army installations.
  • B. Bundeswehr hospitals
    Bundeswehr hospitals are military medical facilities in Germany that provide healthcare services to members of the German armed forces and, in some cases, civilian patients.
  • C. 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.
  • D. 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.
  • E. Hôpitaux d’instruction des armées
    Hôpitaux d’instruction des armées are French military teaching hospitals that provide medical care while serving as training and research centers for the armed forces’ medical personnel.
  • 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 hospitals
Triple: [Army Medical Services Directorate, oversees, Army hospitals]
Generated description
Army hospitals are military medical facilities that provide healthcare, surgery, and emergency treatment to soldiers and other eligible personnel, often both in garrison and in combat zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army hospitals
Target entity description: Army hospitals are military medical facilities that provide healthcare, surgery, and emergency treatment to soldiers and other eligible personnel, often both in garrison and in combat zones.
  • A. Army community hospitals
    Army community hospitals are medical facilities that provide healthcare services to soldiers, their families, and other eligible beneficiaries within U.S. Army installations.
  • B. Bundeswehr hospitals
    Bundeswehr hospitals are military medical facilities in Germany that provide healthcare services to members of the German armed forces and, in some cases, civilian patients.
  • C. 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.
  • D. 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.
  • E. Hôpitaux d’instruction des armées
    Hôpitaux d’instruction des armées are French military teaching hospitals that provide medical care while serving as training and research centers for the armed forces’ medical personnel.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ff7c96b88190be8918ddd30f0665 completed April 19, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3f89bcc819094a7155b89ec206e completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4c841f881908a080734b1e19d09 completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b5470d408190ae676062f2855508 completed May 12, 2026, 11:18 p.m.
Created at: April 10, 2026, 10:34 a.m.