Triple

T12619334
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Research Laboratory E301337 entity
Predicate hasPart P35 FINISHED
Object Human Research and Engineering Directorate
The Human Research and Engineering Directorate is a U.S. Army research organization focused on understanding and enhancing soldier performance, human factors, and human–system integration in military contexts.
E992154 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: Human Research and Engineering Directorate | Statement: [U.S. Army Research Laboratory, hasPart, Human Research and Engineering Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Research and Engineering Directorate
Context triple: [U.S. Army Research Laboratory, hasPart, Human Research and Engineering Directorate]
  • A. Office of Scientific Research and Development
    The Office of Scientific Research and Development was a U.S. government agency during World War II that coordinated military-related scientific research, including major projects like the development of radar and the atomic bomb.
  • B. Army Ballistic Missile Agency
    The Army Ballistic Missile Agency was a U.S. Army organization in the 1950s responsible for developing early American ballistic missiles and pioneering space launch vehicles.
  • C. Office of the Director of Defense Research and Engineering
    The Office of the Director of Defense Research and Engineering was a high-level U.S. Department of Defense organization responsible for overseeing and coordinating advanced military research, development, and engineering efforts.
  • D. U.S. Army Redstone Test Center
    The U.S. Army Redstone Test Center is a major Army facility that conducts testing and evaluation of missiles, aviation systems, and related weapon technologies.
  • E. Rome Laboratory
    Rome Laboratory was a U.S. Air Force research center specializing in information and communications technologies that later became part of the Air Force Research Laboratory.
  • 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: Human Research and Engineering Directorate
Triple: [U.S. Army Research Laboratory, hasPart, Human Research and Engineering Directorate]
Generated description
The Human Research and Engineering Directorate is a U.S. Army research organization focused on understanding and enhancing soldier performance, human factors, and human–system integration in military contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Research and Engineering Directorate
Target entity description: The Human Research and Engineering Directorate is a U.S. Army research organization focused on understanding and enhancing soldier performance, human factors, and human–system integration in military contexts.
  • A. Office of Scientific Research and Development
    The Office of Scientific Research and Development was a U.S. government agency during World War II that coordinated military-related scientific research, including major projects like the development of radar and the atomic bomb.
  • B. Army Ballistic Missile Agency
    The Army Ballistic Missile Agency was a U.S. Army organization in the 1950s responsible for developing early American ballistic missiles and pioneering space launch vehicles.
  • C. Office of the Director of Defense Research and Engineering
    The Office of the Director of Defense Research and Engineering was a high-level U.S. Department of Defense organization responsible for overseeing and coordinating advanced military research, development, and engineering efforts.
  • D. U.S. Army Redstone Test Center
    The U.S. Army Redstone Test Center is a major Army facility that conducts testing and evaluation of missiles, aviation systems, and related weapon technologies.
  • E. Rome Laboratory
    Rome Laboratory was a U.S. Air Force research center specializing in information and communications technologies that later became part of the Air Force Research Laboratory.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d960c75c9c819092265ebc2b39f21d completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ed507988190b9d46586f3c3584c completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fb03b248190b264230b84b17635 completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f6608ec32c8190803c6f5677c300d6 completed May 2, 2026, 8:37 p.m.
Created at: April 9, 2026, 5:13 p.m.