Triple
T1857587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ADA |
E41738
|
entity |
| Predicate | doctrineFieldManual |
P33639
|
FINISHED |
| Object |
FM 3-01
FM 3-01 is a U.S. Army field manual that provides doctrinal guidance for air defense artillery operations and employment.
|
E207917
|
NE FINISHED |
How this triple was built (5 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: FM 3-01 | Statement: [ADA, doctrineFieldManual, FM 3-01]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FM 3-01 Context triple: [ADA, doctrineFieldManual, FM 3-01]
-
A.
Army Pamphlet 670-1
Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
-
B.
U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
-
C.
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.
-
D.
Army Regulation 600-20
Army Regulation 600-20 is a key U.S. Army policy document that governs command policy, including standards for leadership, discipline, and the well-being and conduct of soldiers.
-
E.
U.S. Army Field Manual FM 2-series (intelligence)
The U.S. Army Field Manual FM 2-series (intelligence) is the primary doctrinal publication that defines concepts, roles, and procedures for conducting military intelligence operations within the U.S. Army.
- 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: FM 3-01 Triple: [ADA, doctrineFieldManual, FM 3-01]
Generated description
FM 3-01 is a U.S. Army field manual that provides doctrinal guidance for air defense artillery operations and employment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FM 3-01 Target entity description: FM 3-01 is a U.S. Army field manual that provides doctrinal guidance for air defense artillery operations and employment.
-
A.
Army Pamphlet 670-1
Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
-
B.
U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
-
C.
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.
-
D.
Army Regulation 600-20
Army Regulation 600-20 is a key U.S. Army policy document that governs command policy, including standards for leadership, discipline, and the well-being and conduct of soldiers.
-
E.
U.S. Army Field Manual FM 2-series (intelligence)
The U.S. Army Field Manual FM 2-series (intelligence) is the primary doctrinal publication that defines concepts, roles, and procedures for conducting military intelligence operations within the U.S. Army.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: doctrineFieldManual Context triple: [ADA, doctrineFieldManual, FM 3-01]
-
A.
createdDoctrine
Indicates that an entity originated, formulated, or established a particular doctrine, theory, or set of principles.
-
B.
doctrineFocus
Indicates that a doctrine, teaching, or belief is primarily concerned with, centered on, or directed toward a particular subject or theme.
-
C.
doctrineAffected
Indicates that a particular doctrine, belief system, or set of principles is influenced, altered, or impacted by another entity or factor.
-
D.
doctrineName
Indicates that one entity is the formal or recognized name of a particular doctrine associated with another entity.
-
E.
doctrineExplainedBy
Indicates that an explanation or interpretation is provided for a particular doctrine by a specified source or agent.
- F. None of above. chosen
Provenance (7 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_69a8864a83848190a4ec02721306c511 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb231de14819091da3a20ed03c430 |
completed | March 7, 2026, 5:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1cb5b708190a0b89b157ea9da58 |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add2729498819082f6595c57f545a8 |
completed | March 8, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add32c32b08190be6624eefa2fa386 |
completed | March 8, 2026, 7:51 p.m. |
| PD | Predicate disambiguation | batch_69abafde4598819099d8229128348fd3 |
completed | March 7, 2026, 4:55 a.m. |
| PDg | Predicate description generation | batch_69abb22f36f08190abf5e295ddf310d7 |
completed | March 7, 2026, 5:05 a.m. |
Created at: March 4, 2026, 7:33 p.m.