Triple

T12619337
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Research Laboratory E301337 entity
Predicate hasPart P35 FINISHED
Object Weapons and Materials Research Directorate
The Weapons and Materials Research Directorate is a major research component of the U.S. Army focused on developing advanced weapons technologies and innovative materials to enhance soldier protection and battlefield effectiveness.
E296599 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: Weapons and Materials Research Directorate | Statement: [U.S. Army Research Laboratory, hasPart, Weapons and Materials Research Directorate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weapons and Materials Research Directorate
Context triple: [U.S. Army Research Laboratory, hasPart, Weapons and Materials Research Directorate]
  • A. Materials and Manufacturing Directorate
    The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
  • B. Directorate of Defense Research and Development
    The Directorate of Defense Research and Development is Israel’s principal government body responsible for planning, funding, and managing the development of advanced military technologies and defense systems.
  • C. U.S. Army Armament Research, Development and Engineering Center
    The U.S. Army Armament Research, Development and Engineering Center is a primary Army organization responsible for developing, engineering, and improving weapons, munitions, and armament systems for U.S. military forces.
  • D. U.S. Army Ballistic Research Laboratory
    The U.S. Army Ballistic Research Laboratory was a military research institution best known for pioneering work in ballistics and early computing, including support for the development of the ENIAC computer.
  • E. U.S. Army Research Laboratory
    The U.S. Army Research Laboratory is the Army’s central laboratory for fundamental and applied research, providing innovative science and technology solutions to enhance the capabilities and readiness of U.S. soldiers.
  • 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: Weapons and Materials Research Directorate
Triple: [U.S. Army Research Laboratory, hasPart, Weapons and Materials Research Directorate]
Generated description
The Weapons and Materials Research Directorate is a major research component of the U.S. Army focused on developing advanced weapons technologies and innovative materials to enhance soldier protection and battlefield effectiveness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weapons and Materials Research Directorate
Target entity description: The Weapons and Materials Research Directorate is a major research component of the U.S. Army focused on developing advanced weapons technologies and innovative materials to enhance soldier protection and battlefield effectiveness.
  • A. Materials and Manufacturing Directorate
    The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
  • B. Directorate of Defense Research and Development
    The Directorate of Defense Research and Development is Israel’s principal government body responsible for planning, funding, and managing the development of advanced military technologies and defense systems.
  • C. U.S. Army Armament Research, Development and Engineering Center chosen
    The U.S. Army Armament Research, Development and Engineering Center is a primary Army organization responsible for developing, engineering, and improving weapons, munitions, and armament systems for U.S. military forces.
  • D. U.S. Army Ballistic Research Laboratory
    The U.S. Army Ballistic Research Laboratory was a military research institution best known for pioneering work in ballistics and early computing, including support for the development of the ENIAC computer.
  • E. U.S. Army Research Laboratory
    The U.S. Army Research Laboratory is the Army’s central laboratory for fundamental and applied research, providing innovative science and technology solutions to enhance the capabilities and readiness of U.S. soldiers.
  • 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_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.