Triple

T14729498
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 Research Institute of Chemical Defense
The U.S. Army Medical Research Institute of Chemical Defense is the U.S. military’s primary laboratory for developing medical countermeasures, treatments, and training related to chemical warfare agents and toxic exposures.
E346033 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 Research Institute of Chemical Defense | Statement: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Research Institute of Chemical Defense]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Medical Research Institute of Chemical Defense
Context triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Research Institute of Chemical Defense]
  • A. U.S. Army Chemical Materials Activity
    The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
  • B. U.S. Army Chemical Corps
    The U.S. Army Chemical Corps is the branch of the United States Army responsible for defending against and managing chemical, biological, radiological, and nuclear (CBRN) threats.
  • C. Chemical and Biological Defense Division
    The Chemical and Biological Defense Division is a component of the U.S. Department of Homeland Security focused on research, development, and deployment of technologies to detect, prevent, and respond to chemical and biological threats.
  • D. 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.
  • E. Western Army Chemical Protection Unit
    The Western Army Chemical Protection Unit is a specialized military formation responsible for defense against chemical, biological, radiological, and nuclear (CBRN) threats within the Western Army’s area of operations.
  • 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 Research Institute of Chemical Defense
Triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Research Institute of Chemical Defense]
Generated description
The U.S. Army Medical Research Institute of Chemical Defense is the U.S. military’s primary laboratory for developing medical countermeasures, treatments, and training related to chemical warfare agents and toxic exposures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Medical Research Institute of Chemical Defense
Target entity description: The U.S. Army Medical Research Institute of Chemical Defense is the U.S. military’s primary laboratory for developing medical countermeasures, treatments, and training related to chemical warfare agents and toxic exposures.
  • A. U.S. Army Chemical Materials Activity
    The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
  • B. U.S. Army Chemical Corps
    The U.S. Army Chemical Corps is the branch of the United States Army responsible for defending against and managing chemical, biological, radiological, and nuclear (CBRN) threats.
  • C. Chemical and Biological Defense Division
    The Chemical and Biological Defense Division is a component of the U.S. Department of Homeland Security focused on research, development, and deployment of technologies to detect, prevent, and respond to chemical and biological threats.
  • D. U.S. Army Medical Research and Development Command chosen
    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.
  • E. Western Army Chemical Protection Unit
    The Western Army Chemical Protection Unit is a specialized military formation responsible for defense against chemical, biological, radiological, and nuclear (CBRN) threats within the Western Army’s area of operations.
  • 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_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_69fdfb87ef7c8190a46f317e5475d40e completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfe396bb48190ade10c757a3a7e5e completed May 8, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69fdfeb5d08081908ff0fdbc489fc985 completed May 8, 2026, 3:18 p.m.
Created at: April 10, 2026, 1:29 a.m.