Triple

T14362484
Position Surface form Disambiguated ID Type / Status
Subject Chokwe E356138 entity
Predicate hasAlternativeName P39 FINISHED
Object Quioco
Quioco is an alternative name for the Chokwe, a Bantu-speaking ethnic group of Central and Southern Africa known for their rich artistic traditions and cultural heritage.
E1094610 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: Quioco | Statement: [Chokwe, hasAlternativeName, Quioco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quioco
Context triple: [Chokwe, hasAlternativeName, Quioco]
  • A. Quemchi
    Quemchi is a coastal town and commune in southern Chile known for its traditional Chilote culture, wooden architecture, and fishing-based economy.
  • B. Quipile
    Quipile is a rural municipality in the Cundinamarca Department of Colombia, known for its agricultural economy and location in the Andean region.
  • C. Cauqui
    Cauqui is an indigenous Aymaran language variety spoken by a small community in the Andean region of Peru.
  • D. Pasochoa
    Pasochoa is an extinct volcanic mountain in Ecuador known for its lush cloud forests and rich biodiversity within a protected ecological reserve.
  • E. Puquina
    Puquina is an extinct and poorly documented indigenous language once spoken in the Andean region of South America, particularly around Lake Titicaca.
  • 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: Quioco
Triple: [Chokwe, hasAlternativeName, Quioco]
Generated description
Quioco is an alternative name for the Chokwe, a Bantu-speaking ethnic group of Central and Southern Africa known for their rich artistic traditions and cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quioco
Target entity description: Quioco is an alternative name for the Chokwe, a Bantu-speaking ethnic group of Central and Southern Africa known for their rich artistic traditions and cultural heritage.
  • A. Quemchi
    Quemchi is a coastal town and commune in southern Chile known for its traditional Chilote culture, wooden architecture, and fishing-based economy.
  • B. Quipile
    Quipile is a rural municipality in the Cundinamarca Department of Colombia, known for its agricultural economy and location in the Andean region.
  • C. Cauqui
    Cauqui is an indigenous Aymaran language variety spoken by a small community in the Andean region of Peru.
  • D. Pasochoa
    Pasochoa is an extinct volcanic mountain in Ecuador known for its lush cloud forests and rich biodiversity within a protected ecological reserve.
  • E. Puquina
    Puquina is an extinct and poorly documented indigenous language once spoken in the Andean region of South America, particularly around Lake Titicaca.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fabec088190bd8128371b29e958 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c4aba788190bd5ab8cbc772dcf1 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4cd74d188190996367ab885c5531 completed May 8, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd4d5b489081908016e62d4db476ce completed May 8, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:15 a.m.