Triple
T4748477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Army senior leadership |
E105419
|
entity |
| Predicate | includesPosition |
P1393
|
FINISHED |
| Object |
Commanding General, U.S. Army Futures Command
The Commanding General, U.S. Army Futures Command is the four-star officer responsible for leading the Army’s modernization enterprise, overseeing concept development, experimentation, and integration of future technologies and capabilities across the force.
|
E469215
|
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: Commanding General, U.S. Army Futures Command | Statement: [United States Army senior leadership, includesPosition, Commanding General, U.S. Army Futures Command]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commanding General, U.S. Army Futures Command Context triple: [United States Army senior leadership, includesPosition, Commanding General, U.S. Army Futures Command]
-
A.
Commanding General, U.S. Army Materiel Command
The Commanding General, U.S. Army Materiel Command is the four-star general responsible for overseeing the Army’s global supply chain, equipment readiness, and materiel lifecycle management.
-
B.
Commanding General, U.S. Army Training and Doctrine Command
The Commanding General, U.S. Army Training and Doctrine Command is the four-star general responsible for overseeing the development of Army doctrine, training, and leader education across the force.
-
C.
Commanding General, U.S. Army Pacific
The Commanding General, U.S. Army Pacific is the four-star officer responsible for leading and overseeing all U.S. Army forces and operations in the Indo-Pacific region.
-
D.
Deputy Commanding General of United States Army Training and Doctrine Command
The Deputy Commanding General of United States Army Training and Doctrine Command is a senior U.S. Army leader responsible for assisting in overseeing the development of training, doctrine, and operational concepts for the force.
-
E.
Chief Information Officer of the Army
The Chief Information Officer of the Army is the senior official responsible for overseeing the U.S. Army’s information technology strategy, cybersecurity, and digital modernization efforts.
- 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: Commanding General, U.S. Army Futures Command Triple: [United States Army senior leadership, includesPosition, Commanding General, U.S. Army Futures Command]
Generated description
The Commanding General, U.S. Army Futures Command is the four-star officer responsible for leading the Army’s modernization enterprise, overseeing concept development, experimentation, and integration of future technologies and capabilities across the force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commanding General, U.S. Army Futures Command Target entity description: The Commanding General, U.S. Army Futures Command is the four-star officer responsible for leading the Army’s modernization enterprise, overseeing concept development, experimentation, and integration of future technologies and capabilities across the force.
-
A.
Commanding General, U.S. Army Materiel Command
The Commanding General, U.S. Army Materiel Command is the four-star general responsible for overseeing the Army’s global supply chain, equipment readiness, and materiel lifecycle management.
-
B.
Commanding General, U.S. Army Training and Doctrine Command
The Commanding General, U.S. Army Training and Doctrine Command is the four-star general responsible for overseeing the development of Army doctrine, training, and leader education across the force.
-
C.
Commanding General, U.S. Army Pacific
The Commanding General, U.S. Army Pacific is the four-star officer responsible for leading and overseeing all U.S. Army forces and operations in the Indo-Pacific region.
-
D.
Deputy Commanding General of United States Army Training and Doctrine Command
The Deputy Commanding General of United States Army Training and Doctrine Command is a senior U.S. Army leader responsible for assisting in overseeing the development of training, doctrine, and operational concepts for the force.
-
E.
Chief Information Officer of the Army
The Chief Information Officer of the Army is the senior official responsible for overseeing the U.S. Army’s information technology strategy, cybersecurity, and digital modernization efforts.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c567288190a420e6825ee72822 |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43b24440819081f3932eb6b68b48 |
completed | March 21, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69be456d92d48190934a695b1aefe0fd |
completed | March 21, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be461311ec8190b39c0275640240d9 |
completed | March 21, 2026, 7:17 a.m. |
Created at: March 20, 2026, 1:20 p.m.