Triple
T2013792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Thailand |
E43746
|
entity |
| Predicate | doctrineInfluence |
P10185
|
FINISHED |
| Object |
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.
|
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: United States military doctrine | Statement: [Armed Forces of Thailand, doctrineInfluence, United States military doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States military doctrine Context triple: [Armed Forces of Thailand, doctrineInfluence, United States military doctrine]
-
A.
NATO military doctrine
NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
-
B.
National Military Strategy
The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
-
C.
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.
-
D.
Unified Land Operations
Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
-
E.
Marine Corps leadership principles
Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
- 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 military doctrine Triple: [Armed Forces of Thailand, doctrineInfluence, United States military doctrine]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States military doctrine Target entity description: 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.
-
A.
NATO military doctrine
NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
-
B.
National Military Strategy
The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
-
C.
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.
-
D.
Unified Land Operations
Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
-
E.
Marine Corps leadership principles
Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
- 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_69a88716e9f08190946313fdc949e3cf |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8b42d508190bf2b63132bb2ad77 |
completed | March 7, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0aea65d881908eb751349a2c23f9 |
completed | March 8, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69ae0bac5c448190997e58297355f3d6 |
completed | March 8, 2026, 11:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0c31f00c8190bb29098f95ee4cb9 |
completed | March 8, 2026, 11:54 p.m. |
Created at: March 4, 2026, 7:37 p.m.