Triple

T9192194
Position Surface form Disambiguated ID Type / Status
Subject Aslian languages E220616 entity
Predicate ethnicGroupAssociated P194 FINISHED
Object Semai people
The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
E860215 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: Semai people | Statement: [Aslian languages, ethnicGroupAssociated, Semai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Semai people
Context triple: [Aslian languages, ethnicGroupAssociated, Semai people]
  • A. Cuoi people
    The Cuoi people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language and traditional highland culture.
  • 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. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • D. 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.
  • E. Sehwi people
    The Sehwi people are an Akan ethnic group primarily inhabiting the Western North Region of Ghana, known for their distinct cultural traditions, festivals, and use of the Sehwi language.
  • 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: Semai people
Triple: [Aslian languages, ethnicGroupAssociated, Semai people]
Generated description
The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Semai people
Target entity description: The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
  • A. Cuoi people
    The Cuoi people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language and traditional highland culture.
  • 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. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • D. 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.
  • E. Sehwi people
    The Sehwi people are an Akan ethnic group primarily inhabiting the Western North Region of Ghana, known for their distinct cultural traditions, festivals, and use of the Sehwi language.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c077b4819086c74e91ee4bd75e completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7941d893c81909f3b3bcf827e796d completed April 9, 2026, 11:57 a.m.
NEDg Description generation batch_69d7998acbf881909b6f063c4bf2d0a6 completed April 9, 2026, 12:20 p.m.
NED2 Entity disambiguation (via description) batch_69d79aa0cc5481908bc14cda8fb6e8b1 completed April 9, 2026, 12:25 p.m.
Created at: March 30, 2026, 7:24 p.m.