Triple

T13466267
Position Surface form Disambiguated ID Type / Status
Subject 412 MDG E311507 entity
Predicate governingBody P46 FINISHED
Object Air Force Medical Readiness Agency
The Air Force Medical Readiness Agency is a U.S. Air Force organization responsible for overseeing and optimizing the readiness, policy, and performance of Air Force medical units worldwide.
 E856143 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 Readiness Agency | Statement: [412 MDG, governingBody, Air Force Medical Readiness Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Air Force Medical Readiness Agency
Context triple: [412 MDG, governingBody, Air Force Medical Readiness Agency]
  • A. Air Force Medical Operations Agency
    The Air Force Medical Operations Agency was a U.S. Air Force organization responsible for overseeing and supporting medical operations, policy, and healthcare delivery across the Air Force medical service.
  • B. 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.
  • C. U.S. Army Medical Materiel Agency
    The U.S. Army Medical Materiel Agency is a specialized Army organization responsible for developing, managing, and fielding medical equipment and logistics support for U.S. military forces.
  • D. 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.
  • E. Armed Forces Medical Command
    Armed Forces Medical Command is the central medical and health-care authority of the Republic of China (Taiwan) military, overseeing military hospitals, medical services, and health support for its armed forces.
  • 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 Readiness Agency
Triple: [412 MDG, governingBody, Air Force Medical Readiness Agency]
Generated description
The Air Force Medical Readiness Agency is a U.S. Air Force organization responsible for overseeing and optimizing the readiness, policy, and performance of Air Force medical units worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Air Force Medical Readiness Agency
Target entity description: The Air Force Medical Readiness Agency is a U.S. Air Force organization responsible for overseeing and optimizing the readiness, policy, and performance of Air Force medical units worldwide.
  • A. Air Force Medical Operations Agency chosen
    The Air Force Medical Operations Agency was a U.S. Air Force organization responsible for overseeing and supporting medical operations, policy, and healthcare delivery across the Air Force medical service.
  • B. 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.
  • C. U.S. Army Medical Materiel Agency
    The U.S. Army Medical Materiel Agency is a specialized Army organization responsible for developing, managing, and fielding medical equipment and logistics support for U.S. military forces.
  • D. 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.
  • E. Armed Forces Medical Command
    Armed Forces Medical Command is the central medical and health-care authority of the Republic of China (Taiwan) military, overseeing military hospitals, medical services, and health support for its armed forces.
  • F. None of above.

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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf101a1081909f2aba6da47baacc completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7547d4f20819096765e125396e471 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75702e8c481909f668b41c8606514 completed May 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69f75779113c81909e1d06d79fc3d8a9 completed May 3, 2026, 2:11 p.m.
Created at: April 9, 2026, 9:41 p.m.