Triple
T7839942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phatthalung province |
E181779
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Songkhla province |
E151100
|
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: Songkhla province | Statement: [Phatthalung province, borderedBy, Songkhla province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Songkhla province Context triple: [Phatthalung province, borderedBy, Songkhla province]
-
A.
Songkhla
chosen
Songkhla is a historic coastal city in southern Thailand known for its fishing industry, cultural heritage, and role as a regional economic and educational center.
-
B.
Nakhon Ratchasima Province
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.
-
C.
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.
-
D.
Chumphon province
Chumphon province is a coastal region in southern Thailand known as a gateway to the Gulf of Thailand and nearby islands, featuring long beaches, fishing communities, and rich marine life.
-
E.
Narathiwat
Narathiwat is a predominantly Malay-Muslim provincial capital in Thailand’s deep south, known for its coastal location near the Malaysian border and its role in the region’s cultural and political dynamics.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb14c4680481908628d22bbe4842f4 |
completed | March 31, 2026, 12:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbda1033c819088372a46a74c575d |
completed | April 1, 2026, 6:39 a.m. |
Created at: March 30, 2026, 4:47 p.m.