Triple

T18366032
Position Surface form Disambiguated ID Type / Status
Subject Fang communities of Equatorial Guinea E440047 entity
Predicate sharesCulturalHeritageWith P11721 FINISHED
Object Fang people of Gabon
The Fang people of Gabon are a major Central African ethnic group known for their Bantu language, rich oral traditions, and highly valued wooden sculpture and reliquary art.
E1320875 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: Fang people of Gabon | Statement: [Fang communities of Equatorial Guinea, sharesCulturalHeritageWith, Fang people of Gabon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fang people of Gabon
Context triple: [Fang communities of Equatorial Guinea, sharesCulturalHeritageWith, Fang people of Gabon]
  • A. Fongbe
    Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
  • B. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • C. Bakossi
    The Bakossi are an indigenous Bantu-speaking people of southwestern Cameroon, known for their rich oral traditions, agriculture, and distinctive cultural practices tied to the Bakossi Mountains.
  • D. N’Guigmi
    N’Guigmi is a town and commune in southeastern Niger, located near Lake Chad and serving as an important local center for trade and transport.
  • E. Ewondo people
    The Ewondo people are a Central African ethnic group primarily from Cameroon, known for their rich cultural traditions and as one of the major Beti-Pahuin groups.
  • 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: Fang people of Gabon
Triple: [Fang communities of Equatorial Guinea, sharesCulturalHeritageWith, Fang people of Gabon]
Generated description
The Fang people of Gabon are a major Central African ethnic group known for their Bantu language, rich oral traditions, and highly valued wooden sculpture and reliquary art.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fang people of Gabon
Target entity description: The Fang people of Gabon are a major Central African ethnic group known for their Bantu language, rich oral traditions, and highly valued wooden sculpture and reliquary art.
  • A. Fongbe
    Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
  • B. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • C. Bakossi
    The Bakossi are an indigenous Bantu-speaking people of southwestern Cameroon, known for their rich oral traditions, agriculture, and distinctive cultural practices tied to the Bakossi Mountains.
  • D. N’Guigmi
    N’Guigmi is a town and commune in southeastern Niger, located near Lake Chad and serving as an important local center for trade and transport.
  • E. Ewondo people
    The Ewondo people are a Central African ethnic group primarily from Cameroon, known for their rich cultural traditions and as one of the major Beti-Pahuin groups.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5174e834481909453ba25561d1b1d completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d7748558819093969d121d385126 completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8512d4c8190b113f7ed1f8a044c completed May 13, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8d863cc819098b46d5d26db05cd completed May 13, 2026, 1:50 a.m.
Created at: April 10, 2026, 10:38 a.m.