Triple
T13047461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lao–Isan cultural area |
E327360
|
entity |
| Predicate | hasMajorEthnicGroup |
P1898
|
FINISHED |
| Object |
Isan people
The Isan people are a Lao-speaking ethnic group of northeastern Thailand known for their distinct culture, language, and traditions that blend Lao and Thai influences.
|
E1018022
|
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: Isan people | Statement: [Lao–Isan cultural area, hasMajorEthnicGroup, Isan people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isan people Context triple: [Lao–Isan cultural area, hasMajorEthnicGroup, Isan people]
-
A.
Kalao people
The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
-
B.
Tai Lue people
The Tai Lue people are a Tai ethnic group of mainland Southeast Asia, primarily living in southern China, Laos, Thailand, and Myanmar, known for their distinct language, Theravada Buddhist traditions, and rich textile and architectural heritage.
-
C.
Thao people
The Thao people are one of Taiwan’s smallest indigenous groups, traditionally living around Sun Moon Lake in central Taiwan and known for their distinct language and cultural practices.
-
D.
Vietic peoples
The Vietic peoples are an ethnolinguistic group of Southeast Asia speaking Vietic (a branch of the Austroasiatic) languages, including the majority Kinh of Vietnam and several smaller highland and minority communities.
-
E.
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.
- 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: Isan people Triple: [Lao–Isan cultural area, hasMajorEthnicGroup, Isan people]
Generated description
The Isan people are a Lao-speaking ethnic group of northeastern Thailand known for their distinct culture, language, and traditions that blend Lao and Thai influences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Isan people Target entity description: The Isan people are a Lao-speaking ethnic group of northeastern Thailand known for their distinct culture, language, and traditions that blend Lao and Thai influences.
-
A.
Kalao people
The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
-
B.
Tai Lue people
The Tai Lue people are a Tai ethnic group of mainland Southeast Asia, primarily living in southern China, Laos, Thailand, and Myanmar, known for their distinct language, Theravada Buddhist traditions, and rich textile and architectural heritage.
-
C.
Thao people
The Thao people are one of Taiwan’s smallest indigenous groups, traditionally living around Sun Moon Lake in central Taiwan and known for their distinct language and cultural practices.
-
D.
Vietic peoples
The Vietic peoples are an ethnolinguistic group of Southeast Asia speaking Vietic (a branch of the Austroasiatic) languages, including the majority Kinh of Vietnam and several smaller highland and minority communities.
-
E.
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.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9805125e481908ed56f708de98a9e |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbd8f1308190992c0bd832e1b05e |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd98d29c8190b33cb2cc6c477b1d |
completed | May 3, 2026, 4:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ce2c7630819091433543dfdf8402 |
completed | May 3, 2026, 4:25 a.m. |
Created at: April 9, 2026, 8:57 p.m.