Triple
T13299305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Thai language |
E316764
|
entity |
| Predicate | usedByEthnicGroup |
P4709
|
FINISHED |
| Object |
Southern Thai people
Southern Thai people are an ethnic group native to southern Thailand, characterized by their distinct culture, history, and identity within the broader Thai population.
|
E1033814
|
NE FINISHED |
How this triple was built (4 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 people | Statement: [Southern Thai language, usedByEthnicGroup, Southern Thai people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Thai people Context triple: [Southern Thai language, usedByEthnicGroup, Southern Thai people]
-
A.
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.
-
B.
Thai people
Thai people are a Tai ethnic group native to Thailand, forming the country’s majority population and shaping its language, culture, and national identity.
-
C.
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.
-
D.
Tai Daeng people
The Tai Daeng people are an ethnic Tai group of Southeast Asia, primarily found in Vietnam and Laos, known for their distinct language, traditional textiles, and rich cultural heritage.
-
E.
Southern Thai language
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Southern Thai people Triple: [Southern Thai language, usedByEthnicGroup, Southern Thai people]
Generated description
Southern Thai people are an ethnic group native to southern Thailand, characterized by their distinct culture, history, and identity within the broader Thai population.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Thai people Target entity description: Southern Thai people are an ethnic group native to southern Thailand, characterized by their distinct culture, history, and identity within the broader Thai population.
-
A.
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.
-
B.
Thai people
Thai people are a Tai ethnic group native to Thailand, forming the country’s majority population and shaping its language, culture, and national identity.
-
C.
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.
-
D.
Tai Daeng people
The Tai Daeng people are an ethnic Tai group of Southeast Asia, primarily found in Vietnam and Laos, known for their distinct language, traditional textiles, and rich cultural heritage.
-
E.
Southern Thai language
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.
- F. None of above. chosen
Provenance (5 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_69d806b40ab4819094adf6c374f4811a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d990a43ed88190a8dbbbd7d6d62dc4 |
completed | April 11, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716dd0cd88190b0ae81b402fc31cf |
completed | May 3, 2026, 9:35 a.m. |
| NEDg | Description generation | batch_69f71842a8808190ae4ef8b22bdbd0c6 |
completed | May 3, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f71908236481909140a5953ec44498 |
completed | May 3, 2026, 9:44 a.m. |
Created at: April 9, 2026, 9:28 p.m.