Triple

T8938895
Position Surface form Disambiguated ID Type / Status
Subject Makushi language E212846 entity
Predicate spokenBy P2181 FINISHED
Object Makushi people
The Makushi people are an Indigenous group of the Guiana Highlands in northern South America, known for their distinct language, traditional subsistence farming, and rich cultural practices tied to the rainforest and savanna environments.
E819509 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: Makushi people | Statement: [Makushi language, spokenBy, Makushi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Makushi people
Context triple: [Makushi language, spokenBy, Makushi people]
  • A. Mocama people
    The Mocama people were a Timucua-speaking Indigenous group who inhabited the coastal regions of what is now northeastern Florida and southeastern Georgia prior to and during early Spanish colonization.
  • B. Kalinago people
    The Kalinago people are an Indigenous Caribbean group historically known as Island Caribs, with a distinct culture and heritage that once dominated many of the Lesser Antilles.
  • C. 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.
  • D. Achuar people
    The Achuar people are an indigenous group of the Amazon rainforest in Ecuador and Peru, known for their rich oral traditions, shamanic practices, and deep ecological knowledge.
  • E. 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.
  • 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: Makushi people
Triple: [Makushi language, spokenBy, Makushi people]
Generated description
The Makushi people are an Indigenous group of the Guiana Highlands in northern South America, known for their distinct language, traditional subsistence farming, and rich cultural practices tied to the rainforest and savanna environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Makushi people
Target entity description: The Makushi people are an Indigenous group of the Guiana Highlands in northern South America, known for their distinct language, traditional subsistence farming, and rich cultural practices tied to the rainforest and savanna environments.
  • A. Mocama people
    The Mocama people were a Timucua-speaking Indigenous group who inhabited the coastal regions of what is now northeastern Florida and southeastern Georgia prior to and during early Spanish colonization.
  • B. Kalinago people
    The Kalinago people are an Indigenous Caribbean group historically known as Island Caribs, with a distinct culture and heritage that once dominated many of the Lesser Antilles.
  • C. 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.
  • D. Achuar people
    The Achuar people are an indigenous group of the Amazon rainforest in Ecuador and Peru, known for their rich oral traditions, shamanic practices, and deep ecological knowledge.
  • E. 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.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b7484481909e0d7610552f5386 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1bca05c608190935af17d94c567d6 completed April 5, 2026, 1:36 a.m.
NEDg Description generation batch_69d1bd5820408190a4f5f7ef8b0e14aa completed April 5, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69d1bdc0135881909b69814e6cf3741b completed April 5, 2026, 1:41 a.m.
Created at: March 30, 2026, 6:58 p.m.