Triple

T9269161
Position Surface form Disambiguated ID Type / Status
Subject Tangale E222778 entity
Predicate spokenBy P2181 FINISHED
Object Tangale people
The Tangale people are an ethnic group primarily found in Gombe State in northeastern Nigeria, known for their distinct West Chadic language and rich cultural traditions.
E840132 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: Tangale people | Statement: [Tangale, spokenBy, Tangale people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tangale people
Context triple: [Tangale, spokenBy, Tangale people]
  • A. Karanga people
    The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
  • B. Maleng people
    The Maleng people are an indigenous Vietic ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct language and traditional highland lifestyle.
  • C. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • D. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • E. Lisela people
    The Lisela people are an indigenous ethnic group native to Buru Island in Indonesia, known for their distinct language and traditional maritime and agricultural culture.
  • 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: Tangale people
Triple: [Tangale, spokenBy, Tangale people]
Generated description
The Tangale people are an ethnic group primarily found in Gombe State in northeastern Nigeria, known for their distinct West Chadic language and rich cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tangale people
Target entity description: The Tangale people are an ethnic group primarily found in Gombe State in northeastern Nigeria, known for their distinct West Chadic language and rich cultural traditions.
  • A. Karanga people
    The Karanga people are a subgroup of the Shona ethnic group in Zimbabwe, known for their rich cultural traditions, historical role in the Rozvi Empire, and use of the Karanga dialect of the Shona language.
  • B. Maleng people
    The Maleng people are an indigenous Vietic ethnic group of mainland Southeast Asia, primarily living in Laos and Vietnam, known for their distinct language and traditional highland lifestyle.
  • C. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • D. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • E. Lisela people
    The Lisela people are an indigenous ethnic group native to Buru Island in Indonesia, known for their distinct language and traditional maritime and agricultural culture.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b56fd9cc819089ed17169d313d8b completed April 5, 2026, 7:18 p.m.
NEDg Description generation batch_69d2b741cad481909f04e2f8da68753c completed April 5, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d2b805afa08190a43745d764a75050 completed April 5, 2026, 7:29 p.m.
Created at: March 30, 2026, 7:33 p.m.