Triple

T7792399
Position Surface form Disambiguated ID Type / Status
Subject Banda-Linda language E180211 entity
Predicate spokenBy P2181 FINISHED
Object Banda-Linda people
The Banda-Linda people are an ethnic group of Central Africa, primarily in the Central African Republic, known for their distinct Banda-Linda language and related cultural traditions.
E736868 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: Banda-Linda people | Statement: [Banda-Linda language, spokenBy, Banda-Linda people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Banda-Linda people
Context triple: [Banda-Linda language, spokenBy, Banda-Linda people]
  • A. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • B. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • C. 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.
  • D. Munduruku people
    The Munduruku people are an Indigenous group of the Brazilian Amazon known for their rich cultural traditions, historical warrior reputation, and ongoing struggles to defend their territories and rivers from environmental threats.
  • E. Cabiyari people
    The Cabiyari people are an Indigenous group of the northwestern Amazon, traditionally living along rivers in Colombia and Brazil with a culture centered on fishing, horticulture, and rich ceremonial practices.
  • 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: Banda-Linda people
Triple: [Banda-Linda language, spokenBy, Banda-Linda people]
Generated description
The Banda-Linda people are an ethnic group of Central Africa, primarily in the Central African Republic, known for their distinct Banda-Linda language and related cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Banda-Linda people
Target entity description: The Banda-Linda people are an ethnic group of Central Africa, primarily in the Central African Republic, known for their distinct Banda-Linda language and related cultural traditions.
  • A. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • B. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • C. 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.
  • D. Munduruku people
    The Munduruku people are an Indigenous group of the Brazilian Amazon known for their rich cultural traditions, historical warrior reputation, and ongoing struggles to defend their territories and rivers from environmental threats.
  • E. Cabiyari people
    The Cabiyari people are an Indigenous group of the northwestern Amazon, traditionally living along rivers in Colombia and Brazil with a culture centered on fishing, horticulture, and rich ceremonial practices.
  • 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_69ca827d22208190b4dc5aa680edcf5d completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cae938714c8190b89917e6ded004da completed March 30, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce38b159d0819087efca6f80797971 completed April 2, 2026, 9:36 a.m.
NEDg Description generation batch_69ce3ad9a3a88190929a6c6ae7ee58cf completed April 2, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ce3cc54d888190ae86b787afc38f7b completed April 2, 2026, 9:54 a.m.
Created at: March 30, 2026, 4:30 p.m.