Triple

T14158114
Position Surface form Disambiguated ID Type / Status
Subject Macua E350865 entity
Predicate alsoKnownAs P39 FINISHED
Object Macua people
The Macua people are a major Bantu ethnic group of southeastern Africa, primarily inhabiting northern Mozambique and parts of neighboring countries, known for their distinct language, matrilineal social structures, and rich agricultural and cultural traditions.
E1201636 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: Macua people | Statement: [Macua, alsoKnownAs, Macua people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macua people
Context triple: [Macua, alsoKnownAs, Macua 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. Cuna people
    The Cuna people, also known as the Guna, are an Indigenous group of Panama and Colombia renowned for their autonomous island communities, vibrant culture, and intricate textile art called molas.
  • C. 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.
  • D. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • E. Cabana people
    The Cabana people are an indigenous Andean group of Peru known for their traditional agriculture, terraced landscapes, and distinctive cultural heritage in the Colca Valley region.
  • 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: Macua people
Triple: [Macua, alsoKnownAs, Macua people]
Generated description
The Macua people are a major Bantu ethnic group of southeastern Africa, primarily inhabiting northern Mozambique and parts of neighboring countries, known for their distinct language, matrilineal social structures, and rich agricultural and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macua people
Target entity description: The Macua people are a major Bantu ethnic group of southeastern Africa, primarily inhabiting northern Mozambique and parts of neighboring countries, known for their distinct language, matrilineal social structures, and rich agricultural and cultural traditions.
  • 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. Cuna people
    The Cuna people, also known as the Guna, are an Indigenous group of Panama and Colombia renowned for their autonomous island communities, vibrant culture, and intricate textile art called molas.
  • C. 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.
  • D. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • E. Cabana people
    The Cabana people are an indigenous Andean group of Peru known for their traditional agriculture, terraced landscapes, and distinctive cultural heritage in the Colca Valley region.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61377de48190a3470d28f0edd34a completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000ebbc67c8190bd930a2773edb5b2 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a000f7e6338819099598bc22d31cd22 completed May 10, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_6a001025300c819084933d9c6d19fe97 completed May 10, 2026, 4:57 a.m.
Created at: April 10, 2026, 12:58 a.m.