Triple

T7415325
Position Surface form Disambiguated ID Type / Status
Subject Fon E171113 entity
Predicate alternativeName P39 FINISHED
Object Fongbe
Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
 E663925 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: Fongbe | Statement: [Fon, alternativeName, Fongbe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fongbe
Context triple: [Fon, alternativeName, Fongbe]
  • A. 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.
  • B. Ongé
    Ongé is a dialectal variety of the Duala language spoken by a specific subgroup of the Duala people in Cameroon.
  • C. 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.
  • D. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • E. Ewondo
    Ewondo is a Bantu language spoken primarily by the Ewondo people in central Cameroon, including in and around the capital city, Yaoundé.
  • 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: Fongbe
Triple: [Fon, alternativeName, Fongbe]
Generated description
Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fongbe
Target entity description: Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
  • A. 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.
  • B. Ongé
    Ongé is a dialectal variety of the Duala language spoken by a specific subgroup of the Duala people in Cameroon.
  • C. 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.
  • D. Konjo people
    The Konjo people are an ethnic group of South Sulawesi, Indonesia, traditionally known as seafaring and agrarian communities with distinct cultural and linguistic traditions.
  • E. Ewondo
    Ewondo is a Bantu language spoken primarily by the Ewondo people in central Cameroon, including in and around the capital city, Yaoundé.
  • 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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2c643248190a387abba2f482b25 completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ee1b48c81909912ff0d7bf2837e completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c81fb91eb88190b6436ace69d44211 completed March 28, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69c822f547388190be0879b70542a421 completed March 28, 2026, 6:50 p.m.
Created at: March 27, 2026, 3:11 p.m.