Triple
T2635751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Army Field Manual FM 2-series (intelligence) |
E59740
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
U.S. Army doctrinal publications
U.S. Army doctrinal publications are the official, authoritative manuals that define the Army’s fundamental principles, tactics, techniques, and procedures for organizing, training, and conducting operations.
|
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: U.S. Army doctrinal publications | Statement: [U.S. Army Field Manual FM 2-series (intelligence), 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: [U.S. Army Field Manual FM 2-series (intelligence), partOf, U.S. Army doctrinal publications]
-
A.
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.
-
B.
Army University Press
Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
-
C.
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.
-
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.
Marine Corps Doctrinal Publication 1
Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
- 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: [U.S. Army Field Manual FM 2-series (intelligence), partOf, U.S. Army doctrinal publications]
Generated description
U.S. Army doctrinal publications are the official, authoritative manuals that define the Army’s fundamental principles, tactics, techniques, and procedures for organizing, training, and conducting 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, authoritative manuals that define the Army’s fundamental principles, tactics, techniques, and procedures for organizing, training, and conducting operations.
-
A.
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.
-
B.
Army University Press
Army University Press is the U.S. Army’s professional publishing and multimedia organization that produces doctrinal, educational, and scholarly materials to support leader development and military education.
-
C.
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.
-
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.
Marine Corps Doctrinal Publication 1
Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
- 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_69ab4ac8596c8190b34997e73d9e991c |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd8e1fffc81908e4921690098c8db |
completed | March 7, 2026, 7:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af90ac94d48190b3138abac9934ec8 |
completed | March 10, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69af91625bd481908d3666af3cd3733f |
completed | March 10, 2026, 3:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af91f9e1208190aa149c9afc84911c |
completed | March 10, 2026, 3:37 a.m. |
Created at: March 6, 2026, 9:50 p.m.