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.