Triple
T7490487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Thailand |
E176992
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Northern Thai people
The Northern Thai people, also known as Khon Mueang, are a Tai ethnic group native to the mountainous Lanna region of northern Thailand, distinguished by their own language, customs, and cultural traditions.
|
E668780
|
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: Northern Thai people | Statement: [Northern Thailand, ethnicGroup, Northern Thai people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Thai people Context triple: [Northern Thailand, ethnicGroup, Northern Thai people]
-
A.
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.
-
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.
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.
Northern Thai language
The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct phonology, vocabulary, and traditional literary heritage separate from Standard Thai.
-
E.
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.
- 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: Northern Thai people Triple: [Northern Thailand, ethnicGroup, Northern Thai people]
Generated description
The Northern Thai people, also known as Khon Mueang, are a Tai ethnic group native to the mountainous Lanna region of northern Thailand, distinguished by their own language, customs, and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Thai people Target entity description: The Northern Thai people, also known as Khon Mueang, are a Tai ethnic group native to the mountainous Lanna region of northern Thailand, distinguished by their own language, customs, and cultural traditions.
-
A.
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.
-
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.
Lanna people
chosen
The Lanna people are a Tai ethnic group from Northern Thailand known for their distinct language, culture, and traditions, including elaborate festivals and crafts.
-
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.
Northern Thai language
The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct phonology, vocabulary, and traditional literary heritage separate from Standard Thai.
- F. None of above.
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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55bdb3481908653b46eafba011d |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c71f5748190bdda4cf9b8dfc6ea |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e7b2ab08190a5ecb9b87af067a5 |
completed | March 28, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c842bad1e8819093bf61d9480dbd22 |
completed | March 28, 2026, 9:06 p.m. |
Created at: March 27, 2026, 3:43 p.m.