Triple

T5559564
Position Surface form Disambiguated ID Type / Status
Subject Inner Niger Delta E145730 entity
Predicate usedBy P260 FINISHED
Object Bozo people
The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
E532284 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: Bozo people | Statement: [Inner Niger Delta, usedBy, Bozo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bozo people
Context triple: [Inner Niger Delta, usedBy, Bozo people]
  • A. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • B. Bulu people
    The Bulu people are a Bantu ethnic group of central and southern Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural influence within the larger Beti-Pahuin cluster.
  • C. Bura people
    The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
  • D. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • E. Bisio people
    The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
  • 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: Bozo people
Triple: [Inner Niger Delta, usedBy, Bozo people]
Generated description
The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bozo people
Target entity description: The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
  • A. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • B. Bulu people
    The Bulu people are a Bantu ethnic group of central and southern Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural influence within the larger Beti-Pahuin cluster.
  • C. Bura people
    The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
  • D. Pokomo people
    The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
  • E. Bisio people
    The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
  • 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_69c008fcaf788190bafa02a1917ee73b completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020167afc8190b0c518907cd0d99b completed March 22, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028424ddc8190869b530a8eb43f50 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0349f64c0819083b39d8b7960a393 completed March 22, 2026, 6:27 p.m.
NED2 Entity disambiguation (via description) batch_69c0354e95808190b4386e2796291dba completed March 22, 2026, 6:30 p.m.
Created at: March 22, 2026, 3:36 p.m.