Triple
T11809095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology |
E280823
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Deputy Assistant Secretary of the Army for Procurement
The Deputy Assistant Secretary of the Army for Procurement is a senior civilian official responsible for overseeing and managing the U.S. Army’s procurement policies, programs, and contracting activities.
|
E951780
|
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: Deputy Assistant Secretary of the Army for Procurement | Statement: [Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology, hasComponent, Deputy Assistant Secretary of the Army for Procurement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deputy Assistant Secretary of the Army for Procurement Context triple: [Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology, hasComponent, Deputy Assistant Secretary of the Army for Procurement]
-
A.
Assistant Secretary of the Army for Acquisition, Logistics and Technology
The Assistant Secretary of the Army for Acquisition, Logistics and Technology is the senior civilian official responsible for overseeing the U.S. Army’s weapons procurement, logistics, research, and technological development programs.
-
B.
Assistant Secretary of Defense for Acquisition
The Assistant Secretary of Defense for Acquisition is a senior U.S. Department of Defense official responsible for overseeing and guiding defense acquisition programs, policies, and procurement processes.
-
C.
Deputy Assistant Secretary of the Army for Research and Technology
The Deputy Assistant Secretary of the Army for Research and Technology is a senior civilian official who oversees and guides the Army’s science, technology, and research programs to support modernization and future capabilities.
-
D.
Under Secretary of Defense for Acquisition and Sustainment
The Under Secretary of Defense for Acquisition and Sustainment is a senior U.S. Department of Defense official responsible for overseeing military procurement, technology acquisition, logistics, and lifecycle sustainment of defense systems.
-
E.
Assistant Secretary of Defense for Sustainment
The Assistant Secretary of Defense for Sustainment is a senior U.S. Department of Defense official responsible for policies and oversight related to logistics, materiel readiness, maintenance, and supply chain support for military forces.
- 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: Deputy Assistant Secretary of the Army for Procurement Triple: [Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology, hasComponent, Deputy Assistant Secretary of the Army for Procurement]
Generated description
The Deputy Assistant Secretary of the Army for Procurement is a senior civilian official responsible for overseeing and managing the U.S. Army’s procurement policies, programs, and contracting activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deputy Assistant Secretary of the Army for Procurement Target entity description: The Deputy Assistant Secretary of the Army for Procurement is a senior civilian official responsible for overseeing and managing the U.S. Army’s procurement policies, programs, and contracting activities.
-
A.
Assistant Secretary of the Army for Acquisition, Logistics and Technology
The Assistant Secretary of the Army for Acquisition, Logistics and Technology is the senior civilian official responsible for overseeing the U.S. Army’s weapons procurement, logistics, research, and technological development programs.
-
B.
Assistant Secretary of Defense for Acquisition
The Assistant Secretary of Defense for Acquisition is a senior U.S. Department of Defense official responsible for overseeing and guiding defense acquisition programs, policies, and procurement processes.
-
C.
Deputy Assistant Secretary of the Army for Research and Technology
The Deputy Assistant Secretary of the Army for Research and Technology is a senior civilian official who oversees and guides the Army’s science, technology, and research programs to support modernization and future capabilities.
-
D.
Under Secretary of Defense for Acquisition and Sustainment
The Under Secretary of Defense for Acquisition and Sustainment is a senior U.S. Department of Defense official responsible for overseeing military procurement, technology acquisition, logistics, and lifecycle sustainment of defense systems.
-
E.
Assistant Secretary of Defense for Sustainment
The Assistant Secretary of Defense for Sustainment is a senior U.S. Department of Defense official responsible for policies and oversight related to logistics, materiel readiness, maintenance, and supply chain support for military forces.
- 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_69d6ab26aae88190b2489efcb2a24234 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5c93a1881909b428bf3ed55bb57 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f28110623481908354bdd4e437f99e |
completed | April 29, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f292a076b08190b08001d2b2c5ffe2 |
completed | April 29, 2026, 11:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f293d2f6b48190917103ad2315d2f8 |
completed | April 29, 2026, 11:27 p.m. |
Created at: April 8, 2026, 9:42 p.m.