Triple
T7720169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Satun province |
E174986
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object | Thai Malay |
E605514
|
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 Malay | Statement: [Satun province, ethnicGroup, Thai Malay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thai Malay Context triple: [Satun province, ethnicGroup, Thai Malay]
-
A.
Thai
Thai is the official national language of Thailand, belonging to the Tai-Kadai language family and written in its own unique script.
-
B.
THAI
THAI is the airline callsign used by Thai Airways International, the flag carrier of Thailand.
-
C.
Thai American
Thai Americans are U.S. residents or citizens of Thai ancestry, forming a Southeast Asian ethnic community with cultural roots in Thailand and ties to other regional groups such as Laotian Americans.
-
D.
Southern Thai Malays
chosen
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.
-
E.
Thai Garden
Thai Garden is a themed section of Olbrich Botanical Gardens that showcases traditional Thai landscape design and cultural elements.
- 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.