Triple
T9715034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Thai Marine Corps |
E235117
|
entity |
| Predicate | engagementArea |
P15086
|
FINISHED |
| Object | Thai–Cambodian border coastal region |
E599849
|
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: Thai–Cambodian border coastal region | Statement: [Royal Thai Marine Corps, engagementArea, Thai–Cambodian border coastal region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thai–Cambodian border coastal region Context triple: [Royal Thai Marine Corps, engagementArea, Thai–Cambodian border coastal region]
-
A.
Thai–Cambodian border region
chosen
The Thai–Cambodian border region is a historically contested frontier zone marked by refugee movements, guerrilla activity, and cross-border political and military tensions between Thailand and Cambodia.
-
B.
Cambodian territorial waters
Cambodian territorial waters are the maritime zones under Cambodia’s jurisdiction in the Gulf of Thailand, encompassing its coastal sea areas and associated resources.
-
C.
Khmer Krom region
The Khmer Krom region is a historically Khmer-inhabited area in today’s southern Vietnam, particularly the Mekong Delta, known for its longstanding cultural and political significance to the Khmer people.
-
D.
Chao Phraya River delta
The Chao Phraya River delta is a fertile, low-lying alluvial plain in central Thailand that forms the country’s main rice-growing region and hosts its capital, Bangkok.
-
E.
Eastern Seaboard of Thailand
The Eastern Seaboard of Thailand is a major coastal industrial and tourism region along the Gulf of Thailand, known for its ports, manufacturing hubs, and popular beach destinations.
- 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_69ca84cd8fa0819090a5e243ceb37003 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9e0a1b548190b34c8571751ca1d3 |
completed | April 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19f900ca08190a52f042feab2afa3 |
completed | April 4, 2026, 11:32 p.m. |
Created at: March 30, 2026, 8:20 p.m.