Triple
T3983047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | JS |
E86803
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Joint doctrine publications
Joint doctrine publications are authoritative manuals that provide standardized guidance for planning, executing, and coordinating joint military operations across multiple service branches.
|
E226760
|
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: Joint doctrine publications | Statement: [JS, associatedWith, Joint doctrine publications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joint doctrine publications Context triple: [JS, associatedWith, Joint doctrine publications]
-
A.
United States military doctrine
United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
-
B.
Department of Defense directives
Department of Defense directives are formal, binding policy documents issued by the U.S. Department of Defense that establish overarching rules, responsibilities, and procedures for military operations, administration, and support activities across the armed forces.
-
C.
NATO Allied Tactical Publications
NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
-
D.
Marine Corps leadership publications
Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
-
E.
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.
- 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: Joint doctrine publications Triple: [JS, associatedWith, Joint doctrine publications]
Generated description
Joint doctrine publications are authoritative manuals that provide standardized guidance for planning, executing, and coordinating joint military operations across multiple service branches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joint doctrine publications Target entity description: Joint doctrine publications are authoritative manuals that provide standardized guidance for planning, executing, and coordinating joint military operations across multiple service branches.
-
A.
United States military doctrine
chosen
United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
-
B.
Department of Defense directives
Department of Defense directives are formal, binding policy documents issued by the U.S. Department of Defense that establish overarching rules, responsibilities, and procedures for military operations, administration, and support activities across the armed forces.
-
C.
NATO Allied Tactical Publications
NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
-
D.
Marine Corps leadership publications
Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
-
E.
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.
- F. None of above.
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_69aed93fd9d4819085d3b2137d2346cb |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef9dd351c81909605bc2605f541e1 |
completed | March 9, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b540257c188190899b00bf1d0247d2 |
completed | March 14, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69b54111e5188190ab8ec23124c22981 |
completed | March 14, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54195261c8190a155b3c0469b0a35 |
completed | March 14, 2026, 11:08 a.m. |
Created at: March 9, 2026, 3:33 p.m.