Triple

T1522433
Position Surface form Disambiguated ID Type / Status
Subject Thai–Myanmar border E32258 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Akha people
The Akha people are an indigenous hill tribe of Southeast Asia known for their distinct traditional dress, animist beliefs, and villages in the mountainous border regions of countries such as Thailand and Myanmar.
E205443 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: Akha people | Statement: [Thai–Myanmar border, hasEthnicGroup, Akha people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Akha people
Context triple: [Thai–Myanmar border, hasEthnicGroup, Akha people]
  • A. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • B. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • C. Naga peoples
    The Naga peoples are a diverse group of indigenous ethnic communities primarily inhabiting the northeastern region of India and northwestern Myanmar, known for their distinct cultures, traditions, and languages.
  • D. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • E. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral 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: Akha people
Triple: [Thai–Myanmar border, hasEthnicGroup, Akha people]
Generated description
The Akha people are an indigenous hill tribe of Southeast Asia known for their distinct traditional dress, animist beliefs, and villages in the mountainous border regions of countries such as Thailand and Myanmar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Akha people
Target entity description: The Akha people are an indigenous hill tribe of Southeast Asia known for their distinct traditional dress, animist beliefs, and villages in the mountainous border regions of countries such as Thailand and Myanmar.
  • A. Osing people
    The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
  • B. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • C. Naga peoples
    The Naga peoples are a diverse group of indigenous ethnic communities primarily inhabiting the northeastern region of India and northwestern Myanmar, known for their distinct cultures, traditions, and languages.
  • D. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • E. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a907fe8b0c8190a765afd3a10ee5e0 completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc98b2b0081909d10b22d59c5e653 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaed1f788190b14c3e2d2c3036d9 completed March 8, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69adcbee97e88190adc1315c0a5013ab completed March 8, 2026, 7:20 p.m.
Created at: March 4, 2026, 7:26 p.m.