Triple
T7523428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tak Province |
E177831
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Thai people |
E634300
|
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: Thai people | Statement: [Tak Province, hasEthnicGroup, Thai people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thai people Context triple: [Tak Province, hasEthnicGroup, Thai people]
-
A.
Thai people
chosen
Thai people are a Tai ethnic group native to Thailand, forming the country’s majority population and shaping its language, culture, and national identity.
-
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.
Chinese Thais
Chinese Thais are an ethnic Chinese community in Thailand whose members have integrated into Thai society while maintaining distinct cultural, linguistic, and commercial traditions.
-
D.
Lao people
Lao people are a Southeast Asian ethnic group primarily inhabiting Laos, known for their Tai-Kadai language, Theravada Buddhist traditions, and rich cultural heritage in music, dance, and textiles.
-
E.
Lanna people
The Lanna people are a Tai ethnic group from Northern Thailand known for their distinct language, culture, and traditions, including elaborate festivals and crafts.
- 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_69c8462d743481909a3cfb6d31d94d98 |
completed | March 28, 2026, 9:20 p.m. |
Created at: March 27, 2026, 3:46 p.m.