Triple
T7523413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tak Province |
E177831
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Lamphun Province |
E671756
|
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: Lamphun Province | Statement: [Tak Province, borders, Lamphun Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lamphun Province Context triple: [Tak Province, borders, Lamphun Province]
-
A.
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.
-
B.
Lamphun
chosen
Lamphun is a historic provincial capital in northern Thailand, known for its ancient Hariphunchai kingdom heritage and well-preserved temples.
-
C.
Phitsanulok province
Phitsanulok province is a historically significant and agriculturally rich province in lower northern Thailand, known as a regional transport hub and gateway between the north and central regions.
-
D.
Suphan Buri Province
Suphan Buri Province is a central Thai province known for its fertile rice-growing plains, historical significance dating back to ancient kingdoms, and proximity to major waterways and the Chao Phraya basin.
-
E.
Ayutthaya Province
Ayutthaya Province is a historic central Thai province, famed for the ruins of the former Siamese capital and its rich cultural and archaeological 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_69c69f29bf3081909a146aec7755f185 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f7c4f32081908b5162f4551adb6d |
completed | March 27, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9494351488190852b600d9666d1eb |
completed | March 29, 2026, 3:46 p.m. |
Created at: March 27, 2026, 3:46 p.m.