Triple

T14836434
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Medical Logistics Command E348843 entity
Predicate partOf P40 FINISHED
Object U.S. Army medical logistics enterprise
The U.S. Army medical logistics enterprise is the integrated system responsible for planning, procuring, distributing, and sustaining medical materiel and support for Army forces worldwide.
E348843 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: U.S. Army medical logistics enterprise | Statement: [U.S. Army Medical Logistics Command, partOf, U.S. Army medical logistics enterprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army medical logistics enterprise
Context triple: [U.S. Army Medical Logistics Command, partOf, U.S. Army medical logistics enterprise]
  • A. U.S. Army Medical Logistics Command
    The U.S. Army Medical Logistics Command is a specialized Army organization responsible for managing, distributing, and sustaining medical supplies and equipment to support military healthcare operations worldwide.
  • B. U.S. Army Medical Materiel Development Activity
    The U.S. Army Medical Materiel Development Activity is a specialized organization that manages the advanced development and acquisition of medical products and technologies to support and protect U.S. military personnel.
  • 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. 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.
  • E. United States Army Materiel Enterprise
    The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
  • 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: U.S. Army medical logistics enterprise
Triple: [U.S. Army Medical Logistics Command, partOf, U.S. Army medical logistics enterprise]
Generated description
The U.S. Army medical logistics enterprise is the integrated system responsible for planning, procuring, distributing, and sustaining medical materiel and support for Army forces worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army medical logistics enterprise
Target entity description: The U.S. Army medical logistics enterprise is the integrated system responsible for planning, procuring, distributing, and sustaining medical materiel and support for Army forces worldwide.
  • A. U.S. Army Medical Logistics Command chosen
    The U.S. Army Medical Logistics Command is a specialized Army organization responsible for managing, distributing, and sustaining medical supplies and equipment to support military healthcare operations worldwide.
  • B. U.S. Army Medical Materiel Development Activity
    The U.S. Army Medical Materiel Development Activity is a specialized organization that manages the advanced development and acquisition of medical products and technologies to support and protect U.S. military personnel.
  • 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. 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.
  • E. United States Army Materiel Enterprise
    The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded076ac9c8190a05cabec5e87d207 completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b4b31a48190a3b60f02b581fbd2 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6f49da9081909ba2b75d9a370a34 completed May 8, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69fe6fa989e4819092858dd24c97eee0 completed May 8, 2026, 11:20 p.m.
Created at: April 10, 2026, 1:52 a.m.