Triple

T10400668
Position Surface form Disambiguated ID Type / Status
Subject Ngounié Province E245136 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Eshira people
The Eshira people are a Bantu-speaking ethnic group of central and southern Gabon known for their rich oral traditions, forest-based livelihoods, and historical role in regional trade.
E913694 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: Eshira people | Statement: [Ngounié Province, hasEthnicGroup, Eshira people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eshira people
Context triple: [Ngounié Province, hasEthnicGroup, Eshira people]
  • A. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • B. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • C. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • D. Benadiri people
    The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
  • E. 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.
  • 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: Eshira people
Triple: [Ngounié Province, hasEthnicGroup, Eshira people]
Generated description
The Eshira people are a Bantu-speaking ethnic group of central and southern Gabon known for their rich oral traditions, forest-based livelihoods, and historical role in regional trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eshira people
Target entity description: The Eshira people are a Bantu-speaking ethnic group of central and southern Gabon known for their rich oral traditions, forest-based livelihoods, and historical role in regional trade.
  • A. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • B. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • C. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • D. Benadiri people
    The Benadiri people are a coastal Somali community historically known for their mercantile city-states, rich Islamic scholarship, and distinctive urban culture along the Indian Ocean.
  • E. 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.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e2f11c8190b30695cba2975544 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69e4cbacad608190adddd91f13e4113b completed April 19, 2026, 12:33 p.m.
NEDg Description generation batch_69e4d9e87508819080932fac06fb754d completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4dda28b0081909245b65faae3533b completed April 19, 2026, 1:50 p.m.
Created at: April 6, 2026, 12:07 p.m.