Triple
T17363333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert M. Speer |
E422123
|
entity |
| Predicate | hasRole |
P161
|
FINISHED |
| Object |
Assistant Secretary of the Army for Financial Management and Comptroller
The Assistant Secretary of the Army for Financial Management and Comptroller is the senior civilian official responsible for overseeing the U.S. Army’s budgeting, financial policy, and fiscal accountability.
|
E467834
|
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: Assistant Secretary of the Army for Financial Management and Comptroller | Statement: [Robert M. Speer, hasRole, Assistant Secretary of the Army for Financial Management and Comptroller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of the Army for Financial Management and Comptroller Context triple: [Robert M. Speer, hasRole, Assistant Secretary of the Army for Financial Management and Comptroller]
-
A.
Assistant Secretary of the Army
The Assistant Secretary of the Army is a senior civilian official in the U.S. Department of the Army responsible for overseeing major policy, budgetary, and administrative functions within their assigned portfolio.
-
B.
Deputy Assistant Secretary of the Army for Plans, Programs and Resources
The Deputy Assistant Secretary of the Army for Plans, Programs and Resources is a senior civilian official responsible for overseeing strategic planning, programming, budgeting, and resource allocation in support of Army acquisition, logistics, and technology efforts.
-
C.
Assistant Secretary of the Air Force for Financial Management and Comptroller
The Assistant Secretary of the Air Force for Financial Management and Comptroller is the senior civilian official responsible for overseeing all financial policy, budgeting, and fiscal management for the United States Air Force.
-
D.
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.
-
E.
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.
- 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: Assistant Secretary of the Army for Financial Management and Comptroller Triple: [Robert M. Speer, hasRole, Assistant Secretary of the Army for Financial Management and Comptroller]
Generated description
The Assistant Secretary of the Army for Financial Management and Comptroller is the senior civilian official responsible for overseeing the U.S. Army’s budgeting, financial policy, and fiscal accountability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of the Army for Financial Management and Comptroller Target entity description: The Assistant Secretary of the Army for Financial Management and Comptroller is the senior civilian official responsible for overseeing the U.S. Army’s budgeting, financial policy, and fiscal accountability.
-
A.
Assistant Secretary of the Army
chosen
The Assistant Secretary of the Army is a senior civilian official in the U.S. Department of the Army responsible for overseeing major policy, budgetary, and administrative functions within their assigned portfolio.
-
B.
Deputy Assistant Secretary of the Army for Plans, Programs and Resources
The Deputy Assistant Secretary of the Army for Plans, Programs and Resources is a senior civilian official responsible for overseeing strategic planning, programming, budgeting, and resource allocation in support of Army acquisition, logistics, and technology efforts.
-
C.
Assistant Secretary of the Air Force for Financial Management and Comptroller
The Assistant Secretary of the Air Force for Financial Management and Comptroller is the senior civilian official responsible for overseeing all financial policy, budgeting, and fiscal management for the United States Air Force.
-
D.
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.
-
E.
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.
- 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_69d889d520008190a26917a95bf1c2ea |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a4e3c3481909dfaa00334c5010e |
completed | April 19, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019fed4ee88190bdbf3b31b3d5e3a0 |
completed | May 11, 2026, 9:22 a.m. |
| NEDg | Description generation | batch_6a01a089ac0081908a746c0c25cc12be |
completed | May 11, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a1c415dc8190ba8f7e2a8053917f |
completed | May 11, 2026, 9:30 a.m. |
Created at: April 10, 2026, 5:44 a.m.