Triple

T14729501
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 Research Institute of Environmental Medicine
The U.S. Army Research Institute of Environmental Medicine is a military biomedical research facility that studies how environmental factors such as heat, cold, altitude, and physical stress affect soldier health and performance.
E1118211 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 Research Institute of Environmental Medicine | Statement: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Research Institute of Environmental Medicine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Research Institute of Environmental Medicine
Context triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Research Institute of Environmental Medicine]
  • A. U.S. Army Aeromedical Research Laboratory
    The U.S. Army Aeromedical Research Laboratory is a military biomedical research institution that focuses on aviation medicine, human performance, and protection of aircrew and soldiers in operational environments.
  • B. 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.
  • C. U.S. Army Institute of Surgical Research
    The U.S. Army Institute of Surgical Research is a premier military medical research center focused on advancing combat casualty care, trauma surgery, and burn treatment for service members.
  • 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. 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.
  • 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 Research Institute of Environmental Medicine
Triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Research Institute of Environmental Medicine]
Generated description
The U.S. Army Research Institute of Environmental Medicine is a military biomedical research facility that studies how environmental factors such as heat, cold, altitude, and physical stress affect soldier health and performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Research Institute of Environmental Medicine
Target entity description: The U.S. Army Research Institute of Environmental Medicine is a military biomedical research facility that studies how environmental factors such as heat, cold, altitude, and physical stress affect soldier health and performance.
  • A. U.S. Army Aeromedical Research Laboratory
    The U.S. Army Aeromedical Research Laboratory is a military biomedical research institution that focuses on aviation medicine, human performance, and protection of aircrew and soldiers in operational environments.
  • B. 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.
  • C. U.S. Army Institute of Surgical Research
    The U.S. Army Institute of Surgical Research is a premier military medical research center focused on advancing combat casualty care, trauma surgery, and burn treatment for service members.
  • 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. 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.
  • 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_69fe0ce3d1d88190951e88bef88db500 completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe13d318ac81909d339c4cc5c83070 completed May 8, 2026, 4:48 p.m.
NED2 Entity disambiguation (via description) batch_69fe142e5030819081bfe87d5d7b6581 completed May 8, 2026, 4:49 p.m.
Created at: April 10, 2026, 1:29 a.m.