Triple
T3116697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lao script |
E65078
|
entity |
| Predicate | usedByCommunity |
P7159
|
FINISHED |
| Object |
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.
|
E329586
|
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: Lao people | Statement: [Lao script, usedByCommunity, Lao people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lao people Context triple: [Lao script, usedByCommunity, Lao people]
-
A.
Pa'O people
The Pa'O people are an ethnic minority group primarily inhabiting Myanmar’s Shan State, known for their distinct traditional dress, language, and agricultural lifestyle.
-
B.
Hmong
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
-
C.
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.
-
D.
Zhuang people
The Zhuang people are one of the largest ethnic minorities in China, primarily inhabiting the Guangxi Zhuang Autonomous Region and known for their Tai-related language, rich folk songs, and distinctive agricultural and festival traditions.
-
E.
Hmong-Mien
Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
- 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: Lao people Triple: [Lao script, usedByCommunity, Lao people]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lao people Target entity description: 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.
-
A.
Pa'O people
The Pa'O people are an ethnic minority group primarily inhabiting Myanmar’s Shan State, known for their distinct traditional dress, language, and agricultural lifestyle.
-
B.
Hmong
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
-
C.
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.
-
D.
Zhuang people
The Zhuang people are one of the largest ethnic minorities in China, primarily inhabiting the Guangxi Zhuang Autonomous Region and known for their Tai-related language, rich folk songs, and distinctive agricultural and festival traditions.
-
E.
Hmong-Mien
Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
- 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_69ad857fcc088190b0c4d45a5cde6f61 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada4e5d1488190a2ab199625fdf05d |
completed | March 8, 2026, 4:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f606fc881908754a78e6aa2de64 |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2134b5eac8190adadc4a27cfe10c7 |
completed | March 12, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b216fcb1a881908edeadc639de31ae |
completed | March 12, 2026, 1:29 a.m. |
Created at: March 8, 2026, 3:04 p.m.