Triple

T12039711
Position Surface form Disambiguated ID Type / Status
Subject Plateau languages E286627 entity
Predicate areSpokenBy P2181 FINISHED
Object Tarok people
The Tarok people are an ethnic group in central Nigeria known for their distinct cultural traditions and use of a Plateau language within the Benue–Congo branch of the Niger–Congo family.
E1020638 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: Tarok people | Statement: [Plateau languages, areSpokenBy, Tarok people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tarok people
Context triple: [Plateau languages, areSpokenBy, Tarok people]
  • A. Tigak people
    The Tigak people are an indigenous ethnic group of Papua New Guinea, primarily inhabiting the coastal and island areas of New Ireland Province, with a distinct Austronesian language and seafaring culture.
  • B. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • 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. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • E. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • 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: Tarok people
Triple: [Plateau languages, areSpokenBy, Tarok people]
Generated description
The Tarok people are an ethnic group in central Nigeria known for their distinct cultural traditions and use of a Plateau language within the Benue–Congo branch of the Niger–Congo family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tarok people
Target entity description: The Tarok people are an ethnic group in central Nigeria known for their distinct cultural traditions and use of a Plateau language within the Benue–Congo branch of the Niger–Congo family.
  • A. Tigak people
    The Tigak people are an indigenous ethnic group of Papua New Guinea, primarily inhabiting the coastal and island areas of New Ireland Province, with a distinct Austronesian language and seafaring culture.
  • B. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • 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. Saluan people
    The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
  • E. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9040c1a6c8190aea1388e82dd8f5a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d5e476d48190b6d9fafa7fe1cb9f completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d943a80c81909bc39b9a9ef303bd completed May 3, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_69f6da1e56388190b536831b2c6d493f completed May 3, 2026, 5:16 a.m.
Created at: April 8, 2026, 9:47 p.m.