Triple
T16285516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ROKA |
E395378
|
entity |
| Predicate | doctrineInfluence |
P10185
|
FINISHED |
| Object |
United States Army doctrine
United States Army doctrine is the formal body of principles, tactics, and operational concepts that guides how the U.S. Army organizes, trains, and conducts military operations.
|
E1204521
|
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: United States Army doctrine | Statement: [ROKA, doctrineInfluence, United States Army doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Army doctrine Context triple: [ROKA, doctrineInfluence, United States Army doctrine]
-
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.
U.S. Army Civil Affairs doctrine
U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
-
C.
Army intelligence doctrine
Army intelligence doctrine is the body of principles, tactics, and procedures that guides how the U.S. Army collects, analyzes, and uses intelligence to support military operations and decision-making.
-
D.
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.
-
E.
Army Doctrine Publication 3-0 Operations
Army Doctrine Publication 3-0 Operations is the U.S. Army’s capstone doctrinal manual that defines how Army forces conduct operations across the range of military activities.
- 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: United States Army doctrine Triple: [ROKA, doctrineInfluence, United States Army doctrine]
Generated description
United States Army doctrine is the formal body of principles, tactics, and operational concepts that guides how the U.S. Army organizes, trains, and conducts military operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Army doctrine Target entity description: United States Army doctrine is the formal body of principles, tactics, and operational concepts that guides how the U.S. Army organizes, trains, and conducts military operations.
-
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.
U.S. Army Civil Affairs doctrine
U.S. Army Civil Affairs doctrine is the body of official guidance that defines how Civil Affairs forces plan, coordinate, and conduct operations to engage civilian populations and institutions in support of military objectives and broader U.S. policy.
-
C.
Army intelligence doctrine
Army intelligence doctrine is the body of principles, tactics, and procedures that guides how the U.S. Army collects, analyzes, and uses intelligence to support military operations and decision-making.
-
D.
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.
-
E.
Army Doctrine Publication 3-0 Operations
Army Doctrine Publication 3-0 Operations is the U.S. Army’s capstone doctrinal manual that defines how Army forces conduct operations across the range of military activities.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24913a55081909a9a5a7a7f4806cc |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c8f51c8190b73cdf2834eda57f |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a0019c847a0819081b92e21ced73824 |
completed | May 10, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a001a7dcf888190b66122f2bfc7388b |
completed | May 10, 2026, 5:41 a.m. |
Created at: April 10, 2026, 5:05 a.m.