Triple
T8749419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FM 3-01 |
E207917
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Army doctrinal publications
U.S. Army doctrinal publications are the official manuals and guides that define the Army’s fundamental principles, tactics, techniques, and procedures for planning and conducting military operations.
|
E473683
|
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: U.S. Army doctrinal publications | Statement: [FM 3-01, partOf, U.S. Army doctrinal publications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Army doctrinal publications Context triple: [FM 3-01, partOf, U.S. Army doctrinal publications]
-
A.
U.S. Army training circular series
The U.S. Army training circular series is a collection of doctrinal and instructional publications that provide detailed guidance on tactics, techniques, and procedures for soldiers and units across the Army.
-
B.
Army Doctrine Publication 6-22
Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
-
C.
Army Doctrine Publication 3-14
Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
-
D.
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.
-
E.
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.
- 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: U.S. Army doctrinal publications Triple: [FM 3-01, partOf, U.S. Army doctrinal publications]
Generated description
U.S. Army doctrinal publications are the official manuals and guides that define the Army’s fundamental principles, tactics, techniques, and procedures for planning and conducting military operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Army doctrinal publications Target entity description: U.S. Army doctrinal publications are the official manuals and guides that define the Army’s fundamental principles, tactics, techniques, and procedures for planning and conducting military operations.
-
A.
U.S. Army training circular series
chosen
The U.S. Army training circular series is a collection of doctrinal and instructional publications that provide detailed guidance on tactics, techniques, and procedures for soldiers and units across the Army.
-
B.
Army Doctrine Publication 6-22
Army Doctrine Publication 6-22 is a key U.S. Army doctrinal manual that defines and guides Army leadership principles, behaviors, and professional ethics.
-
C.
Army Doctrine Publication 3-14
Army Doctrine Publication 3-14 is a U.S. Army doctrinal manual that defines concepts, roles, and employment of space capabilities in support of land operations.
-
D.
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.
-
E.
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.
- 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_69ca835bb2bc819084bb5906cb6ef7f8 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5da4214881908b6917f847c43cb5 |
completed | March 31, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf431db5a88190a579b43370a8e887 |
completed | April 3, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69cf45ff020c81909bfe20de50d3661a |
completed | April 3, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf46ab85088190b12e6eb969f2c65b |
completed | April 3, 2026, 4:48 a.m. |
Created at: March 30, 2026, 6:39 p.m.