Triple
T19114799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Army Doctrine Publication 6-22 |
E467879
|
entity |
| Predicate | hasTitle |
P38
|
FINISHED |
| Object | Army Leadership and the Profession |
—
|
NE NERFINISHED |
How this triple was built (2 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 Leadership and the Profession | Statement: [Army Doctrine Publication 6-22, hasTitle, Army Leadership and the Profession]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army Leadership and the Profession Context triple: [Army Doctrine Publication 6-22, hasTitle, Army Leadership and the Profession]
-
A.
How to Reform the Army
"How to Reform the Army" is a political and military treatise by British soldier and writer Tom Wintringham advocating radical modernization and democratization of the armed forces.
-
B.
Center for the Army Profession and Leadership
chosen
The Center for the Army Profession and Leadership is a U.S. Army organization dedicated to developing professional military ethics, leadership doctrine, and leader development programs across the force.
-
C.
Elements of Military Art and Science
Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
-
D.
Rethinking Military History
Rethinking Military History is a scholarly work by historian Jeremy Black that challenges traditional approaches to the study of warfare and advocates for broader, more critical perspectives on military history.
-
E.
Master of Operational Studies
The Master of Operational Studies is a graduate-level degree focused on advanced military operational art, planning, and leadership, primarily for professional military education.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e39736588190b80ddef77101641a |
completed | April 20, 2026, 8:28 a.m. |
Created at: April 10, 2026, 12:05 p.m.