Triple

T5275110
Position Surface form Disambiguated ID Type / Status
Subject Angkola language E119354 entity
Predicate spokenBy P2181 FINISHED
Object Angkola people
The Angkola people are an ethnic subgroup of the Batak in North Sumatra, Indonesia, known for their distinct cultural traditions and Islamic influence.
E524927 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: Angkola people | Statement: [Angkola language, spokenBy, Angkola people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angkola people
Context triple: [Angkola language, spokenBy, Angkola 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. Balantak people
    The Balantak people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, often upland, way of life.
  • C. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • D. 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.
  • 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: Angkola people
Triple: [Angkola language, spokenBy, Angkola people]
Generated description
The Angkola people are an ethnic subgroup of the Batak in North Sumatra, Indonesia, known for their distinct cultural traditions and Islamic influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angkola people
Target entity description: The Angkola people are an ethnic subgroup of the Batak in North Sumatra, Indonesia, known for their distinct cultural traditions and Islamic influence.
  • 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. Balantak people
    The Balantak people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, often upland, way of life.
  • C. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • D. 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.
  • 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_69bd446c38e081908cdaf113bdf86790 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7c23bed88190b406dee21957d823 completed March 20, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf7fcb783881909cc693e4832a19e3 completed March 22, 2026, 5:36 a.m.
NEDg Description generation batch_69bf804be0f881908f990e40478ff2d9 completed March 22, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69bf809da5288190a0f83f4b877eeaab completed March 22, 2026, 5:39 a.m.
Created at: March 20, 2026, 1:51 p.m.