Triple

T9199889
Position Surface form Disambiguated ID Type / Status
Subject Middle Guinea E220809 entity
Predicate hasPredominantPopulation P65193 FINISHED
Object Fulani people E9155 NE FINISHED

How this triple was built (3 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: Fulani people | Statement: [Middle Guinea, hasPredominantPopulation, Fulani people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fulani people
Context triple: [Middle Guinea, hasPredominantPopulation, Fulani people]
  • A. Fulani chosen
    The Fulani are a large, traditionally pastoralist West African ethnic group spread across many countries, known for their nomadic cattle-herding culture, Islamic scholarship, and significant historical role in regional empires and trade.
  • B. Bambara people
    The Bambara people are a major Mande ethnic group of West Africa, primarily in Mali, known for their rich agricultural traditions, distinctive language, and influential cultural and artistic heritage.
  • C. Songhai people
    The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
  • D. Kanuri people
    The Kanuri people are a predominantly Muslim ethnic group of the central Sahara and Lake Chad region, historically associated with the powerful Kanem-Bornu Empire and known for their distinct language and cultural traditions.
  • E. Ga-Adangbe peoples
    The Ga-Adangbe peoples are a West African ethnic group primarily inhabiting the coastal and southeastern regions of present-day Ghana, known for their distinct languages, rich trading history, and vibrant cultural festivals.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPredominantPopulation
Context triple: [Middle Guinea, hasPredominantPopulation, Fulani people]
  • A. hasSignificantPopulationGroup
    Indicates that an entity contains or is associated with a notable or substantial subgroup of a population, distinguished by shared characteristics or attributes.
  • B. demographicMajority
    Indicates that one group constitutes more than half of the population within a specified context or area.
  • C. dominantEthnicGroups chosen
    Indicates that the specified ethnic groups hold primary demographic, cultural, or political prominence within a given region or population.
  • D. majorityCountry
    Indicates that a given country is the one in which the majority of a specified group, population, or instances are located or occur.
  • E. hasEthnicallyMixedPopulation
    Indicates that a population is composed of people from multiple distinct ethnic groups rather than being ethnically homogeneous.
  • F. None of above.

Provenance (4 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd881c5d48190bbc33fac71a1d849 completed April 1, 2026, 8:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09b96f0e88190bd80594fe3f769b8 completed April 4, 2026, 5:03 a.m.
PD Predicate disambiguation batch_69cc660af2408190ae06eb8326e1c64e completed April 1, 2026, 12:25 a.m.
Created at: March 30, 2026, 7:25 p.m.