Triple
T19115018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 21st century U.S. Army |
E467883
|
entity |
| Predicate | usesDoctrine |
P4473
|
FINISHED |
| Object | stability operations doctrine |
—
|
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: stability operations doctrine | Statement: [21st century U.S. Army, usesDoctrine, stability operations doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: stability operations doctrine Context triple: [21st century U.S. Army, usesDoctrine, stability operations doctrine]
-
A.
Village Stability Operations
Village Stability Operations was a U.S.-led counterinsurgency initiative in Afghanistan that focused on empowering local communities and security forces to stabilize rural areas and resist Taliban influence.
-
B.
U.S. Army Civil Affairs doctrine
chosen
U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
-
C.
Bureau of Conflict and Stabilization Operations
The Bureau of Conflict and Stabilization Operations is a U.S. State Department bureau responsible for preventing, mitigating, and responding to violent conflict and instability worldwide through analysis, planning, and field engagement.
-
D.
Army Doctrine Publication 3-0 Operations
Army Doctrine Publication 3-0 Operations is the U.S. Army’s capstone doctrinal manual that defines how Army forces conduct operations across the range of military activities.
-
E.
U.S. Army mission command doctrine
U.S. Army mission command doctrine is a command philosophy that emphasizes decentralized decision-making, disciplined initiative, and trust between leaders and subordinates to enable agile, adaptive operations.
- 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.