Triple

T14729497
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Medical Research and Development Command E346033 entity
Predicate hasPart P35 FINISHED
Object 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.
E1121351 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 Materiel Development Activity | Statement: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Materiel Development Activity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Medical Materiel Development Activity
Context triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Materiel Development Activity]
  • A. 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.
  • B. U.S. Army Medical Research Acquisition Activity
    The U.S. Army Medical Research Acquisition Activity is a military contracting and procurement organization that manages medical research and development acquisitions for the U.S. Army.
  • C. U.S. Army Medical Research and Development Command
    The U.S. Army Medical Research and Development Command is the primary Army organization responsible for researching, developing, and delivering medical solutions to protect and sustain the health and readiness of U.S. military personnel.
  • D. U.S. Army Natick Soldier Research Development and Engineering Center
    The U.S. Army Natick Soldier Research Development and Engineering Center is a U.S. military research facility focused on developing advanced equipment, clothing, and technologies to enhance soldier protection, performance, and survivability.
  • 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 Materiel Development Activity
Triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Materiel Development Activity]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Medical Materiel Development Activity
Target entity description: 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.
  • A. 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.
  • B. U.S. Army Medical Research Acquisition Activity
    The U.S. Army Medical Research Acquisition Activity is a military contracting and procurement organization that manages medical research and development acquisitions for the U.S. Army.
  • C. U.S. Army Medical Research and Development Command
    The U.S. Army Medical Research and Development Command is the primary Army organization responsible for researching, developing, and delivering medical solutions to protect and sustain the health and readiness of U.S. military personnel.
  • D. U.S. Army Natick Soldier Research Development and Engineering Center
    The U.S. Army Natick Soldier Research Development and Engineering Center is a U.S. military research facility focused on developing advanced equipment, clothing, and technologies to enhance soldier protection, performance, and survivability.
  • 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

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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec26179688190ba9f3cd045da0e2a completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe24ac17888190bda346df75d37620 completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe357d7ae0819085ad5f31ef5722a0 completed May 8, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69fe361cd7188190adb9c57314de9276 completed May 8, 2026, 7:14 p.m.
Created at: April 10, 2026, 1:29 a.m.