Triple

T16292787
Position Surface form Disambiguated ID Type / Status
Subject Fang people E395566 entity
Predicate subgroupOf P10 FINISHED
Object Pahouin peoples
The Pahouin peoples are a group of closely related Bantu-speaking ethnic communities of Central Africa, including the Fang, known for their shared cultural traditions and historical migrations across regions of Cameroon, Gabon, and Equatorial Guinea.
E1526450 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: Pahouin peoples | Statement: [Fang people, subgroupOf, Pahouin peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pahouin peoples
Context triple: [Fang people, subgroupOf, Pahouin peoples]
  • A. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • B. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • C. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • D. Pucikwar people
    The Pucikwar people are an indigenous community of the Andaman Islands, traditionally living by hunting, gathering, and fishing and speaking the Pucikwar language.
  • E. Mapun people
    The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
  • 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: Pahouin peoples
Triple: [Fang people, subgroupOf, Pahouin peoples]
Generated description
The Pahouin peoples are a group of closely related Bantu-speaking ethnic communities of Central Africa, including the Fang, known for their shared cultural traditions and historical migrations across regions of Cameroon, Gabon, and Equatorial Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pahouin peoples
Target entity description: The Pahouin peoples are a group of closely related Bantu-speaking ethnic communities of Central Africa, including the Fang, known for their shared cultural traditions and historical migrations across regions of Cameroon, Gabon, and Equatorial Guinea.
  • A. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • B. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • C. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • D. Pucikwar people
    The Pucikwar people are an indigenous community of the Andaman Islands, traditionally living by hunting, gathering, and fishing and speaking the Pucikwar language.
  • E. Mapun people
    The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e2aee6881909fd28547f135427c completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab63e2fd4819096d4267b90f56fff completed May 18, 2026, 6:48 a.m.
NEDg Description generation batch_6a0ab738e6e081909d23bcbcbf3d4abb completed May 18, 2026, 6:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7bb6fbc81909e54be3d1ae98cbf completed May 18, 2026, 6:54 a.m.
Created at: April 10, 2026, 5:05 a.m.