Triple

T5810485
Position Surface form Disambiguated ID Type / Status
Subject Pakpak Dairi language E128855 entity
Predicate spokenBy P2181 FINISHED
Object Pakpak people
The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
E568704 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: Pakpak people | Statement: [Pakpak Dairi language, spokenBy, Pakpak people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakpak people
Context triple: [Pakpak Dairi language, spokenBy, Pakpak people]
  • A. 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.
  • B. 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.
  • C. Talaud people
    The Talaud people are an indigenous Austronesian ethnic group inhabiting the Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and culture.
  • D. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • E. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • 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: Pakpak people
Triple: [Pakpak Dairi language, spokenBy, Pakpak people]
Generated description
The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakpak people
Target entity description: The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • A. 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.
  • B. 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.
  • C. Talaud people
    The Talaud people are an indigenous Austronesian ethnic group inhabiting the Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and culture.
  • D. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • E. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b538cd08190a7dac378898059b9 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c124ef1c3c8190a2302fc0ce9b8324 completed March 23, 2026, 11:33 a.m.
NEDg Description generation batch_69c125ede4f88190989a5a40accd2745 completed March 23, 2026, 11:37 a.m.
NED2 Entity disambiguation (via description) batch_69c1268ffc7481909a9bd2be039dbf45 completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 3:52 p.m.