Triple
T16077136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TSOCs |
E390005
|
entity |
| Predicate | doctrineBasedOn |
P47418
|
FINISHED |
| Object | U.S. joint special operations doctrine |
E797504
|
NE FINISHED |
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: U.S. joint special operations doctrine | Statement: [TSOCs, doctrineBasedOn, U.S. joint special operations doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. joint special operations doctrine Context triple: [TSOCs, doctrineBasedOn, U.S. joint special operations doctrine]
-
A.
U.S. Army Special Operations Forces training pipeline
The U.S. Army Special Operations Forces training pipeline is the rigorous, multi-phase sequence of selection, assessment, and specialized instruction that prepares soldiers for elite roles in units such as Special Forces, Rangers, Civil Affairs, and Psychological Operations.
-
B.
Joint Publication 1 Doctrine for the Armed Forces of the United States
Joint Publication 1, Doctrine for the Armed Forces of the United States, is the U.S. military’s primary capstone document that establishes overarching principles and guidance for the employment of joint forces across all services.
-
C.
AJP-3.5 Allied Joint Doctrine for Special Operations
AJP-3.5 Allied Joint Doctrine for Special Operations is a NATO publication that provides overarching principles, guidance, and procedures for planning and conducting allied special operations.
-
D.
Joint Publication 3-0 Joint Operations
chosen
Joint Publication 3-0 Joint Operations is a key U.S. joint doctrine manual that provides overarching principles and guidance for planning, executing, and assessing military operations involving multiple service branches.
-
E.
U.S. Army Civil Affairs doctrine
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183c34508819084a53d13e55cbf69 |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe48907148190ab04520717141788 |
completed | May 10, 2026, 1:51 a.m. |
Created at: April 10, 2026, 4:57 a.m.