Triple

T2343694
Position Surface form Disambiguated ID Type / Status
Subject Chitral District E45082 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Kho people
The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
E282786 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: Kho people | Statement: [Chitral District, hasEthnicGroup, Kho people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kho people
Context triple: [Chitral District, hasEthnicGroup, Kho people]
  • A. Kam people
    The Kam people are an ethnic group primarily inhabiting parts of South and Central Asia, traditionally associated with the Kamviri language and distinct cultural and social practices.
  • B. Kayan people
    The Kayan people are an indigenous Dayak ethnic group of Borneo known for their riverine longhouse communities, elaborate body art, and rich oral traditions.
  • C. 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.
  • D. 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.
  • E. Kayah people
    The Kayah people are an ethnic minority from eastern Myanmar, closely related to the broader Karen ethnic group, with their own distinct language, culture, and traditions.
  • 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: Kho people
Triple: [Chitral District, hasEthnicGroup, Kho people]
Generated description
The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kho people
Target entity description: The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
  • A. Kam people
    The Kam people are an ethnic group primarily inhabiting parts of South and Central Asia, traditionally associated with the Kamviri language and distinct cultural and social practices.
  • B. Kayan people
    The Kayan people are an indigenous Dayak ethnic group of Borneo known for their riverine longhouse communities, elaborate body art, and rich oral traditions.
  • C. 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.
  • D. 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.
  • E. Kayah people
    The Kayah people are an ethnic minority from eastern Myanmar, closely related to the broader Karen ethnic group, with their own distinct language, culture, and traditions.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6ae33e881909a81a0c0def59059 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69af905b6cfc8190a7c3b51f121cdb18 completed March 10, 2026, 3:30 a.m.
NEDg Description generation batch_69af9104c1c48190b0f6851ac9422239 completed March 10, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69af9174ef4c8190a219405377fd166a completed March 10, 2026, 3:35 a.m.
Created at: March 4, 2026, 7:52 p.m.