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.