Triple

T1375692
Position Surface form Disambiguated ID Type / Status
Subject Sarawak E29216 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Penan
The Penan are an indigenous, traditionally nomadic hunter-gatherer people of the rainforests of Borneo, known for their deep forest knowledge and struggles to protect their ancestral lands from logging.
 E168468 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: Penan | Statement: [Sarawak, hasEthnicGroup, Penan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Penan
Context triple: [Sarawak, hasEthnicGroup, Penan]
  • A. Dayak peoples
    The Dayak peoples are indigenous ethnic groups of Borneo known for their diverse languages, traditional longhouse communities, and rich animist and later Christian cultural practices.
  • B. Kerinci people
    The Kerinci people are an indigenous ethnic group from the highland Kerinci region of central Sumatra, Indonesia, known for their distinct Malayic language, terraced wet-rice agriculture, and rich oral and ritual traditions.
  • C. 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.
  • D. Bidayuh people
    The Bidayuh people are an indigenous ethnic group of Borneo, primarily residing in Sarawak, Malaysia, known for their distinct languages, traditional longhouse communities, and rich agricultural and ritual practices.
  • E. 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.
  • 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: Penan
Triple: [Sarawak, hasEthnicGroup, Penan]
Generated description
The Penan are an indigenous, traditionally nomadic hunter-gatherer people of the rainforests of Borneo, known for their deep forest knowledge and struggles to protect their ancestral lands from logging.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Penan
Target entity description: The Penan are an indigenous, traditionally nomadic hunter-gatherer people of the rainforests of Borneo, known for their deep forest knowledge and struggles to protect their ancestral lands from logging.
  • A. Dayak peoples
    The Dayak peoples are indigenous ethnic groups of Borneo known for their diverse languages, traditional longhouse communities, and rich animist and later Christian cultural practices.
  • B. Kerinci people
    The Kerinci people are an indigenous ethnic group from the highland Kerinci region of central Sumatra, Indonesia, known for their distinct Malayic language, terraced wet-rice agriculture, and rich oral and ritual traditions.
  • C. 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.
  • D. Bidayuh people
    The Bidayuh people are an indigenous ethnic group of Borneo, primarily residing in Sarawak, Malaysia, known for their distinct languages, traditional longhouse communities, and rich agricultural and ritual practices.
  • E. 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.
  • 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_69a498d883a48190bfdca525296ef7ee completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2f9b51c8190ad52fd8c151499be completed March 1, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1596d1c8819081e65469302873ba completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad160dd8ec8190a3c1cab5158c3e74 completed March 8, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad1672eea08190a37c99aedf012fd5 completed March 8, 2026, 6:25 a.m.
Created at: March 1, 2026, 7:59 p.m.