Triple

T6756221
Position Surface form Disambiguated ID Type / Status
Subject Casamance E154465 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Balanta people
The Balanta people are a West African ethnic group primarily found in Guinea-Bissau and neighboring regions, known for their rice farming traditions, decentralized social organization, and rich musical and ritual culture.
E615318 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: Balanta people | Statement: [Casamance, hasEthnicGroup, Balanta people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balanta people
Context triple: [Casamance, hasEthnicGroup, Balanta people]
  • A. Ndyuka people
    The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • B. Guale people
    The Guale people were a Native American group who inhabited the coastal regions of what is now Georgia and northern Florida, known for their complex chiefdoms and early, often resistant, interactions with Spanish colonizers.
  • C. Sena people
    The Sena people are a Bantu ethnic group of southeastern Africa, primarily found in Mozambique and Malawi, known for their agricultural traditions and use of the Sena language.
  • D. Bajo people
    The Bajo people are an indigenous seafaring ethnic group of maritime nomads in Indonesia, traditionally living on boats and coastal stilt houses and renowned for their deep connection to the sea.
  • E. Arara people
    The Arara people are an Indigenous group of the Brazilian Amazon known for their distinct language, traditional forest-based lifestyle, and residence along tributaries of the Xingu River.
  • 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: Balanta people
Triple: [Casamance, hasEthnicGroup, Balanta people]
Generated description
The Balanta people are a West African ethnic group primarily found in Guinea-Bissau and neighboring regions, known for their rice farming traditions, decentralized social organization, and rich musical and ritual culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balanta people
Target entity description: The Balanta people are a West African ethnic group primarily found in Guinea-Bissau and neighboring regions, known for their rice farming traditions, decentralized social organization, and rich musical and ritual culture.
  • A. Ndyuka people
    The Ndyuka people are a Maroon community in eastern Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • B. Guale people
    The Guale people were a Native American group who inhabited the coastal regions of what is now Georgia and northern Florida, known for their complex chiefdoms and early, often resistant, interactions with Spanish colonizers.
  • C. Sena people
    The Sena people are a Bantu ethnic group of southeastern Africa, primarily found in Mozambique and Malawi, known for their agricultural traditions and use of the Sena language.
  • D. Bajo people
    The Bajo people are an indigenous seafaring ethnic group of maritime nomads in Indonesia, traditionally living on boats and coastal stilt houses and renowned for their deep connection to the sea.
  • E. Arara people
    The Arara people are an Indigenous group of the Brazilian Amazon known for their distinct language, traditional forest-based lifestyle, and residence along tributaries of the Xingu River.
  • 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_69c6880fd5808190be684854081e27dd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1f5ab0881908619b835b9f068d4 completed March 27, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b1e477481909e4fca040f4894f4 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70b923a8c8190a0fe7733fb54540d completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70c4350ac8190834048217b9f323d completed March 27, 2026, 11:01 p.m.
Created at: March 27, 2026, 2:11 p.m.