Triple

T16767723
Position Surface form Disambiguated ID Type / Status
Subject Akassa language E407509 entity
Predicate spokenBy P2181 FINISHED
Object Akassa people
The Akassa people are an ethnic group native to the Niger Delta region of Nigeria, known for their distinct language and coastal fishing and trading traditions.
E1231990 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: Akassa people | Statement: [Akassa language, spokenBy, Akassa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Akassa people
Context triple: [Akassa language, spokenBy, Akassa people]
  • A. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • B. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • C. Atoni people
    The Atoni people are an indigenous ethnic group of western Timor known for their hierarchical social structure, distinctive traditional houses (ume kbubu), and dryland farming culture.
  • D. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • E. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • 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: Akassa people
Triple: [Akassa language, spokenBy, Akassa people]
Generated description
The Akassa people are an ethnic group native to the Niger Delta region of Nigeria, known for their distinct language and coastal fishing and trading traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Akassa people
Target entity description: The Akassa people are an ethnic group native to the Niger Delta region of Nigeria, known for their distinct language and coastal fishing and trading traditions.
  • A. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • B. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • C. Atoni people
    The Atoni people are an indigenous ethnic group of western Timor known for their hierarchical social structure, distinctive traditional houses (ume kbubu), and dryland farming culture.
  • D. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • E. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00a531ea7c81908630f16f6c685d49 completed May 10, 2026, 3:33 p.m.
NEDg Description generation batch_6a00a5b3ce848190a73f06d9708bfc85 completed May 10, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00a6734d008190bb0a5aa28826e73a completed May 10, 2026, 3:38 p.m.
Created at: April 10, 2026, 5:21 a.m.