Triple
T13047136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nakhon Ratchasima |
E327354
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Nakhon Ratchasima province |
E692301
|
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: Nakhon Ratchasima province | Statement: [Nakhon Ratchasima, isPartOf, Nakhon Ratchasima province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nakhon Ratchasima province Context triple: [Nakhon Ratchasima, isPartOf, Nakhon Ratchasima province]
-
A.
Nakhon Ratchasima Province
chosen
Nakhon Ratchasima Province is a large northeastern province of Thailand, often considered the gateway to the Isan region and known for its mix of urban centers, historical sites, and national parks.
-
B.
Ubon Ratchathani Province
Ubon Ratchathani Province is a large province in northeastern Thailand known for its location along the Mekong River, rich Isan culture, and important Buddhist temples and festivals.
-
C.
Nong Khai Province
Nong Khai Province is a northeastern Thai province along the Mekong River, known as a key gateway for trade and travel between Thailand and Laos.
-
D.
Chachoengsao Province
Chachoengsao Province is a central Thai province east of Bangkok, known for its fertile agricultural lands, historic temples, and location within the lower Chao Phraya River basin.
-
E.
Phatthalung province
Phatthalung province is a largely rural, mountainous province in southern Thailand known for its wetlands, traditional shadow-puppet theatre (Nang Talung), and rich cultural heritage.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9805125e481908ed56f708de98a9e |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c6f404888190b7bb47bff1a7c1e1 |
completed | May 3, 2026, 10:06 p.m. |
Created at: April 9, 2026, 8:57 p.m.