Triple
T1707395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO military doctrine |
E36901
|
entity |
| Predicate | isDocumentedIn |
P519
|
FINISHED |
| Object |
AJP-4 Allied Joint Doctrine for Logistics
AJP-4 Allied Joint Doctrine for Logistics is a NATO publication that sets out the overarching principles, structures, and procedures for coordinating and conducting logistics support in allied joint operations.
|
E197843
|
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: AJP-4 Allied Joint Doctrine for Logistics | Statement: [NATO military doctrine, isDocumentedIn, AJP-4 Allied Joint Doctrine for Logistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AJP-4 Allied Joint Doctrine for Logistics Context triple: [NATO military doctrine, isDocumentedIn, AJP-4 Allied Joint Doctrine for Logistics]
-
A.
AJP-3 Allied Joint Doctrine for the Conduct of Operations
AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
-
B.
AJP-01 Allied Joint Doctrine
AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
-
C.
AJP-3.21 Allied Joint Doctrine for Military Police
AJP-3.21 Allied Joint Doctrine for Military Police is a NATO publication that sets out common principles, roles, and procedures for the employment of military police forces in allied operations.
-
D.
AJP-3.1 Allied Joint Maritime Operations
AJP-3.1 Allied Joint Maritime Operations is a NATO doctrinal publication that provides the overarching principles, procedures, and guidance for planning and conducting joint and combined maritime operations among Allied forces.
-
E.
AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security
AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security is a NATO publication that sets common principles, procedures, and guidance for intelligence, counter-intelligence, and security support to allied military operations.
- 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: AJP-4 Allied Joint Doctrine for Logistics Triple: [NATO military doctrine, isDocumentedIn, AJP-4 Allied Joint Doctrine for Logistics]
Generated description
AJP-4 Allied Joint Doctrine for Logistics is a NATO publication that sets out the overarching principles, structures, and procedures for coordinating and conducting logistics support in allied joint operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AJP-4 Allied Joint Doctrine for Logistics Target entity description: AJP-4 Allied Joint Doctrine for Logistics is a NATO publication that sets out the overarching principles, structures, and procedures for coordinating and conducting logistics support in allied joint operations.
-
A.
AJP-3 Allied Joint Doctrine for the Conduct of Operations
AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
-
B.
AJP-01 Allied Joint Doctrine
AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
-
C.
AJP-3.21 Allied Joint Doctrine for Military Police
AJP-3.21 Allied Joint Doctrine for Military Police is a NATO publication that sets out common principles, roles, and procedures for the employment of military police forces in allied operations.
-
D.
AJP-3.1 Allied Joint Maritime Operations
AJP-3.1 Allied Joint Maritime Operations is a NATO doctrinal publication that provides the overarching principles, procedures, and guidance for planning and conducting joint and combined maritime operations among Allied forces.
-
E.
AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security
AJP-2 Allied Joint Doctrine for Intelligence, Counter-Intelligence and Security is a NATO publication that sets common principles, procedures, and guidance for intelligence, counter-intelligence, and security support to allied military operations.
- 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_69a88617439c819094ffb5d16a0f6307 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62f6fc9c8190b61cc9872cc2adc0 |
completed | March 6, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada97a55948190b4c58503d53132f0 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adaab1fb6881908e0711ae1b69e2e5 |
completed | March 8, 2026, 4:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaea486d0819097357d881b70d114 |
completed | March 8, 2026, 5:15 p.m. |
Created at: March 4, 2026, 7:30 p.m.