Triple
T2762405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Research, Development and Engineering Command |
E61253
|
entity |
| Predicate | subordinateUnit |
P258
|
FINISHED |
| Object |
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.
|
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: U.S. Army Armament Research, Development and Engineering Center | Statement: [U.S. Army Research, Development and Engineering Command, subordinateUnit, U.S. Army Armament Research, Development and Engineering Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Armament Research, Development and Engineering Center Context triple: [U.S. Army Research, Development and Engineering Command, subordinateUnit, U.S. Army Armament Research, Development and Engineering Center]
-
A.
U.S. Army Research, Development and Engineering Command
The U.S. Army Research, Development and Engineering Command was a major Army organization responsible for developing and integrating advanced technologies and systems to enhance the capabilities and effectiveness of U.S. soldiers.
-
B.
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.
-
C.
U.S. Army Materiel Command
The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
-
D.
U.S. Army Test and Evaluation Command
The U.S. Army Test and Evaluation Command is the Army’s primary organization responsible for testing, evaluating, and validating the performance and safety of military systems and equipment before they are fielded.
-
E.
United States Department of the Army research enterprise
The United States Department of the Army research enterprise is the overarching network of Army laboratories, centers, and programs that conduct scientific and engineering research to develop and sustain advanced capabilities for soldiers and land warfare.
- 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 Armament Research, Development and Engineering Center Triple: [U.S. Army Research, Development and Engineering Command, subordinateUnit, U.S. Army Armament Research, Development and Engineering Center]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Armament Research, Development and Engineering Center Target entity description: 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.
-
A.
U.S. Army Research, Development and Engineering Command
The U.S. Army Research, Development and Engineering Command was a major Army organization responsible for developing and integrating advanced technologies and systems to enhance the capabilities and effectiveness of U.S. soldiers.
-
B.
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.
-
C.
U.S. Army Materiel Command
The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
-
D.
U.S. Army Test and Evaluation Command
The U.S. Army Test and Evaluation Command is the Army’s primary organization responsible for testing, evaluating, and validating the performance and safety of military systems and equipment before they are fielded.
-
E.
United States Department of the Army research enterprise
The United States Department of the Army research enterprise is the overarching network of Army laboratories, centers, and programs that conduct scientific and engineering research to develop and sustain advanced capabilities for soldiers and land warfare.
- 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_69ab4b7bab6c8190a5c2efef19a8ef34 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd5072548190946f037c38aabb02 |
completed | March 7, 2026, 8:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc04630b8819081cd8ddac1d42184 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc0b6368081908e2520ac6680a409 |
completed | March 10, 2026, 6:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc145e61881908c0eeae455b02a78 |
completed | March 10, 2026, 6:59 a.m. |
Created at: March 6, 2026, 9:57 p.m.