Triple
T7547017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ranong province |
E178430
|
entity |
| Predicate | hasNeighboringProvince |
P17964
|
FINISHED |
| Object | Phang Nga province |
E176050
|
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: Phang Nga province | Statement: [Ranong province, hasNeighboringProvince, Phang Nga province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phang Nga province Context triple: [Ranong province, hasNeighboringProvince, Phang Nga province]
-
A.
Phang Nga province
chosen
Phang Nga province is a coastal region in southern Thailand known for its dramatic limestone karst islands, marine national parks, and scenic Phang Nga Bay.
-
B.
Ang Thong Province
Ang Thong Province is a small, predominantly agricultural province in central Thailand known for its rice fields, traditional handicrafts, and important Buddhist temples.
-
C.
Krabi Province
Krabi Province is a coastal region in southern Thailand known for its dramatic limestone cliffs, clear turquoise waters, and popular beach destinations such as Ao Nang and the Phi Phi Islands.
-
D.
Phuket Province
Phuket Province is a popular island province in southern Thailand known for its beaches, tourism, and vibrant coastal cities.
-
E.
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.
- 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_69c69f2cbe08819088f9eb0c03ef529b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f89a7b2c8190b2ca57edbb4f0390 |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9721e3d488190a7e7d0f0e8d0b97f |
completed | March 29, 2026, 6:40 p.m. |
Created at: March 27, 2026, 3:49 p.m.