Triple
T13047191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Thailand |
E327355
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object | Udon Thani |
E872189
|
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: Udon Thani | Statement: [Northeastern Thailand, containsCity, Udon Thani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Udon Thani Context triple: [Northeastern Thailand, containsCity, Udon Thani]
-
A.
Udon Thani
chosen
Udon Thani is a major city in northeastern Thailand known as a regional commercial and transportation hub near the Lao border.
-
B.
Khon Kaen
Khon Kaen is a major urban and economic center in northeastern Thailand, known for its universities, transportation links, and role as a regional hub.
-
C.
Phatthalung
Phatthalung is a town in southern Thailand that serves as the administrative and cultural center of Phatthalung province.
-
D.
Lamphun
Lamphun is a historic provincial capital in northern Thailand, known for its ancient Hariphunchai kingdom heritage and well-preserved temples.
-
E.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
- 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_69f75469a3f08190a7e417872147b455 |
completed | May 3, 2026, 1:58 p.m. |
Created at: April 9, 2026, 8:57 p.m.