Triple

T17727283
Position Surface form Disambiguated ID Type / Status
Subject Phongsaly Province E442494 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Phunoi people
The Phunoi people are an ethnic minority group in northern Laos, known for their distinct language, traditional hill agriculture, and residence in remote mountainous villages.
E1376197 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: Phunoi people | Statement: [Phongsaly Province, hasEthnicGroup, Phunoi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phunoi people
Context triple: [Phongsaly Province, hasEthnicGroup, Phunoi people]
  • A. Tonsawang people
    The Tonsawang people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and traditional cultural practices.
  • B. Tai Phake people
    The Tai Phake people are a small Tai ethnic group primarily living in northeastern India, known for preserving their distinct language, Theravada Buddhist traditions, and cultural practices.
  • C. Thavung people
    The Thavung people are an indigenous Vietic ethnic group of mainland Southeast Asia, traditionally living in remote upland areas and known for their distinct language and cultural practices.
  • D. Phuthai people
    The Phuthai people are an ethnic group of Southeast Asia, primarily living in Laos and northeastern Thailand, known for their distinct Tai language, traditional weaving, and rich folk music and dance.
  • E. 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.
  • 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: Phunoi people
Triple: [Phongsaly Province, hasEthnicGroup, Phunoi people]
Generated description
The Phunoi people are an ethnic minority group in northern Laos, known for their distinct language, traditional hill agriculture, and residence in remote mountainous villages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phunoi people
Target entity description: The Phunoi people are an ethnic minority group in northern Laos, known for their distinct language, traditional hill agriculture, and residence in remote mountainous villages.
  • A. Tonsawang people
    The Tonsawang people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and traditional cultural practices.
  • B. Tai Phake people
    The Tai Phake people are a small Tai ethnic group primarily living in northeastern India, known for preserving their distinct language, Theravada Buddhist traditions, and cultural practices.
  • C. Thavung people
    The Thavung people are an indigenous Vietic ethnic group of mainland Southeast Asia, traditionally living in remote upland areas and known for their distinct language and cultural practices.
  • D. Phuthai people
    The Phuthai people are an ethnic group of Southeast Asia, primarily living in Laos and northeastern Thailand, known for their distinct Tai language, traditional weaving, and rich folk music and dance.
  • E. 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.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e478e3cb708190b47456ad2008a65e completed April 19, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a073b10a120819091623eef93c7f29d completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073bb7169881908b34ab48750bdacb completed May 15, 2026, 3:28 p.m.
NED2 Entity disambiguation (via description) batch_6a073c7caa108190b5617a71f2142fa9 completed May 15, 2026, 3:32 p.m.
Created at: April 10, 2026, 10:07 a.m.