Triple
T16949207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DoD manuals |
E411140
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
DoD publications
DoD publications are official documents issued by the U.S. Department of Defense that provide authoritative policy, guidance, procedures, and reference information for military and defense-related activities.
|
E1241668
|
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: DoD publications | Statement: [DoD manuals, relatedTo, DoD publications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DoD publications Context triple: [DoD manuals, relatedTo, DoD publications]
-
A.
DoD manuals
DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
-
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.
Army Doctrine Publications (ADPs)
Army Doctrine Publications (ADPs) are authoritative British Army manuals that set out core operational concepts, principles, and guidance for the planning and conduct of military operations.
-
D.
Marine Corps publications
Marine Corps publications are official documents and materials produced by the United States Marine Corps that provide doctrine, policy, training guidance, and historical information for Marines and related audiences.
-
E.
NATO Allied Joint Publications
NATO Allied Joint Publications are standardized doctrinal documents that provide common operational concepts, procedures, and guidance for joint military operations among NATO member states.
- 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: DoD publications Triple: [DoD manuals, relatedTo, DoD publications]
Generated description
DoD publications are official documents issued by the U.S. Department of Defense that provide authoritative policy, guidance, procedures, and reference information for military and defense-related activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DoD publications Target entity description: DoD publications are official documents issued by the U.S. Department of Defense that provide authoritative policy, guidance, procedures, and reference information for military and defense-related activities.
-
A.
DoD manuals
DoD manuals are official U.S. Department of Defense publications that provide detailed procedures, guidance, and standards for implementing defense policies and operations.
-
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.
Army Doctrine Publications (ADPs)
Army Doctrine Publications (ADPs) are authoritative British Army manuals that set out core operational concepts, principles, and guidance for the planning and conduct of military operations.
-
D.
Marine Corps publications
Marine Corps publications are official documents and materials produced by the United States Marine Corps that provide doctrine, policy, training guidance, and historical information for Marines and related audiences.
-
E.
NATO Allied Joint Publications
NATO Allied Joint Publications are standardized doctrinal documents that provide common operational concepts, procedures, and guidance for joint military operations among NATO member states.
- 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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cfb570b08190ae3385b0cad32668 |
completed | April 18, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfeeee948190a5c8904d1f559a28 |
completed | May 10, 2026, 6:35 p.m. |
| NEDg | Description generation | batch_6a00d0c0ecc48190b88dcb170926bf16 |
completed | May 10, 2026, 6:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d194e9e08190bf0c4c0fe3921978 |
completed | May 10, 2026, 6:42 p.m. |
Created at: April 10, 2026, 5:31 a.m.