Triple
T7720143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Satun province |
E174986
|
entity |
| Predicate | hasLocalLanguage |
P4185
|
FINISHED |
| Object | Southern Thai |
E316764
|
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: Southern Thai | Statement: [Satun province, hasLocalLanguage, Southern Thai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Thai Context triple: [Satun province, hasLocalLanguage, Southern Thai]
-
A.
Southern Thai language
chosen
The Southern Thai language is a Tai-Kadai language spoken primarily in southern Thailand, known for its distinct phonology and vocabulary compared to Standard Thai.
-
B.
Southern Thai Malays
Southern Thai Malays are an ethnic Malay Muslim community in southern Thailand, culturally and linguistically related to Malays in neighboring Malaysia and Indonesia while maintaining distinct local traditions.
-
C.
southern Thailand
Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
-
D.
Western Thailand
Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
-
E.
Northeastern Thailand
Northeastern Thailand is a largely rural, culturally distinct region of Thailand known for its Isan culture, cuisine, and plateau landscape bordering Laos and Cambodia.
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702eedc088190be645c029dfc462a |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8b513f7d481908d2ce64d9685289c |
completed | March 29, 2026, 5:13 a.m. |
Created at: March 27, 2026, 4:05 p.m.