Triple
T14729497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Medical Research and Development Command |
E346033
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
U.S. Army Medical Materiel Development Activity
The U.S. Army Medical Materiel Development Activity is a specialized organization that manages the advanced development and acquisition of medical products and technologies to support and protect U.S. military personnel.
|
E1121351
|
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 Medical Materiel Development Activity | Statement: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Materiel Development Activity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Medical Materiel Development Activity Context triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Materiel Development Activity]
-
A.
U.S. Army Medical Materiel Agency
The U.S. Army Medical Materiel Agency is a specialized Army organization responsible for developing, managing, and fielding medical equipment and logistics support for U.S. military forces.
-
B.
U.S. Army Medical Research Acquisition Activity
The U.S. Army Medical Research Acquisition Activity is a military contracting and procurement organization that manages medical research and development acquisitions for the U.S. Army.
-
C.
U.S. Army Medical Research and Development Command
The U.S. Army Medical Research and Development Command is the primary Army organization responsible for researching, developing, and delivering medical solutions to protect and sustain the health and readiness of U.S. military personnel.
-
D.
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.
-
E.
United States Army Materiel Enterprise
The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
- 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 Medical Materiel Development Activity Triple: [U.S. Army Medical Research and Development Command, hasPart, U.S. Army Medical Materiel Development Activity]
Generated description
The U.S. Army Medical Materiel Development Activity is a specialized organization that manages the advanced development and acquisition of medical products and technologies to support and protect U.S. military personnel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army Medical Materiel Development Activity Target entity description: The U.S. Army Medical Materiel Development Activity is a specialized organization that manages the advanced development and acquisition of medical products and technologies to support and protect U.S. military personnel.
-
A.
U.S. Army Medical Materiel Agency
The U.S. Army Medical Materiel Agency is a specialized Army organization responsible for developing, managing, and fielding medical equipment and logistics support for U.S. military forces.
-
B.
U.S. Army Medical Research Acquisition Activity
The U.S. Army Medical Research Acquisition Activity is a military contracting and procurement organization that manages medical research and development acquisitions for the U.S. Army.
-
C.
U.S. Army Medical Research and Development Command
The U.S. Army Medical Research and Development Command is the primary Army organization responsible for researching, developing, and delivering medical solutions to protect and sustain the health and readiness of U.S. military personnel.
-
D.
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.
-
E.
United States Army Materiel Enterprise
The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
- 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec26179688190ba9f3cd045da0e2a |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24ac17888190bda346df75d37620 |
completed | May 8, 2026, 6 p.m. |
| NEDg | Description generation | batch_69fe357d7ae0819085ad5f31ef5722a0 |
completed | May 8, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe361cd7188190adb9c57314de9276 |
completed | May 8, 2026, 7:14 p.m. |
Created at: April 10, 2026, 1:29 a.m.