Triple
T5184706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Department of the Army research enterprise |
E117001
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Army research centers
Army research centers are specialized U.S. Army facilities that conduct scientific and technological research to develop and improve military capabilities, equipment, and operations.
|
E117001
|
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: Army research centers | Statement: [United States Department of the Army research enterprise, includes, Army research centers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army research centers Context triple: [United States Department of the Army research enterprise, includes, Army research centers]
-
A.
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.
-
B.
Army Research Office
The Army Research Office is a U.S. Army organization that funds and manages basic and applied scientific research to advance military-relevant technologies.
-
C.
Defense Agencies
Defense Agencies are specialized U.S. Department of Defense components that provide centralized support and services—such as intelligence, logistics, and communications—to the military departments and combatant commands.
-
D.
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.
-
E.
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.
- 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: Army research centers Triple: [United States Department of the Army research enterprise, includes, Army research centers]
Generated description
Army research centers are specialized U.S. Army facilities that conduct scientific and technological research to develop and improve military capabilities, equipment, and operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Army research centers Target entity description: Army research centers are specialized U.S. Army facilities that conduct scientific and technological research to develop and improve military capabilities, equipment, and operations.
-
A.
United States Department of the Army research enterprise
chosen
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.
-
B.
Army Research Office
The Army Research Office is a U.S. Army organization that funds and manages basic and applied scientific research to advance military-relevant technologies.
-
C.
Defense Agencies
Defense Agencies are specialized U.S. Department of Defense components that provide centralized support and services—such as intelligence, logistics, and communications—to the military departments and combatant commands.
-
D.
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.
-
E.
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.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79c1354c81908176703b4853c1a4 |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee085177c8190afce36104b3e3809 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee5c7b528819097f2ab4945150dba |
completed | March 21, 2026, 6:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee64966f88190874edda00332e220 |
completed | March 21, 2026, 6:41 p.m. |
Created at: March 20, 2026, 1:46 p.m.