Triple
T7396968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hmong forces |
E170645
|
entity |
| Predicate | trainedBy |
P3665
|
FINISHED |
| Object | Royal Thai Army |
E173889
|
NE FINISHED |
How this triple was built (2 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: Royal Thai Army | Statement: [Hmong forces, trainedBy, Royal Thai Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Thai Army Context triple: [Hmong forces, trainedBy, Royal Thai Army]
-
A.
Royal Thai Army
chosen
The Royal Thai Army is the principal land warfare branch of Thailand’s armed forces, responsible for national defense, internal security, and operations along sensitive borders such as the Thai–Myanmar frontier.
-
B.
Royal Thai Marine Corps
The Royal Thai Marine Corps is an amphibious infantry force of Thailand responsible for maritime security, coastal defense, and specialized expeditionary operations.
-
C.
Armed Forces of Thailand
The Armed Forces of Thailand are the military organization responsible for the defense and security of the Kingdom of Thailand, encompassing its army, navy, and air force.
-
D.
Royal Thai Air Force
The Royal Thai Air Force is the aerial warfare branch of Thailand’s armed forces, responsible for defending the nation’s airspace and providing air support to military operations.
-
E.
Royal Thai Navy
The Royal Thai Navy is the naval warfare branch of Thailand’s armed forces, responsible for maritime defense, security, and operations in Thai and regional waters.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68a5f04188190ac266569c9280347 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f24abcd08190b8428fa22b2fbd4f |
completed | March 27, 2026, 9:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81ed378308190b925941415db596d |
completed | March 28, 2026, 6:32 p.m. |
Created at: March 27, 2026, 3:09 p.m.