Triple
T13295234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ang Thong Province |
E316663
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Lopburi Province |
E277481
|
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: Lopburi Province | Statement: [Ang Thong Province, borderedBy, Lopburi Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lopburi Province Context triple: [Ang Thong Province, borderedBy, Lopburi Province]
-
A.
Bolikhamsai Province
Bolikhamsai Province is a central region of Laos known for its forested mountains, river valleys, and role as a key transit and hydropower area between the country’s north and south.
-
B.
Bueng Kan province
Bueng Kan province is a relatively new and sparsely populated province in far northeastern Thailand, known for its Mekong River scenery and natural attractions near the Lao border.
-
C.
Salavan Province
Salavan Province is a largely rural region in southern Laos known for its ethnic diversity, coffee-growing Bolaven Plateau, and proximity to the Vietnamese border.
-
D.
Lopburi
chosen
Lopburi is an ancient city in central Thailand known for its historical Mon and Khmer heritage, temple ruins, and large population of free-roaming macaque monkeys.
-
E.
Maha Sarakham province
Maha Sarakham province is a largely rural region in Thailand’s Isan area, known for its educational institutions and traditional northeastern culture.
- 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_69d806b40ab4819094adf6c374f4811a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99079c8508190b6208db9affcbc0e |
completed | April 11, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff99742618819083bba63ce9f27895 |
completed | May 9, 2026, 8:30 p.m. |
Created at: April 9, 2026, 9:28 p.m.