Triple

T6138268
Position Surface form Disambiguated ID Type / Status
Subject Gran Chaco E136889 entity
Predicate indigenousGroup P52996 FINISHED
Object Ayoreo
The Ayoreo are an Indigenous people of the Gran Chaco region of Bolivia and Paraguay, known for their traditional semi-nomadic lifestyle and some groups’ continued voluntary isolation.
 E571634 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: Ayoreo | Statement: [Gran Chaco, indigenousGroup, Ayoreo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayoreo
Context triple: [Gran Chaco, indigenousGroup, Ayoreo]
  • A. Samborondón
    Samborondón is a rapidly growing, affluent canton and town in coastal Ecuador, located across the river from Guayaquil and known for its upscale residential and commercial developments.
  • B. Guane
    Guane is a small town and municipality in western Cuba known for its rural character and tobacco-growing traditions.
  • C. Macua
    Macua is an alternative name for Makhuwa, a major Bantu ethnic group and language community primarily found in northern Mozambique.
  • D. Matawai
    The Matawai are a Maroon community in Suriname descended from escaped African slaves, known for their distinct language, culture, and settlements along the Saramacca River.
  • E. Nuquí
    Nuquí is a remote coastal town and municipality on Colombia’s Pacific coast, known for its rich biodiversity, Afro-Colombian and Indigenous cultures, and ecotourism activities such as whale watching and surfing.
  • 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: Ayoreo
Triple: [Gran Chaco, indigenousGroup, Ayoreo]
Generated description
The Ayoreo are an Indigenous people of the Gran Chaco region of Bolivia and Paraguay, known for their traditional semi-nomadic lifestyle and some groups’ continued voluntary isolation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayoreo
Target entity description: The Ayoreo are an Indigenous people of the Gran Chaco region of Bolivia and Paraguay, known for their traditional semi-nomadic lifestyle and some groups’ continued voluntary isolation.
  • A. Samborondón
    Samborondón is a rapidly growing, affluent canton and town in coastal Ecuador, located across the river from Guayaquil and known for its upscale residential and commercial developments.
  • B. Guane
    Guane is a small town and municipality in western Cuba known for its rural character and tobacco-growing traditions.
  • C. Macua
    Macua is an alternative name for Makhuwa, a major Bantu ethnic group and language community primarily found in northern Mozambique.
  • D. Matawai
    The Matawai are a Maroon community in Suriname descended from escaped African slaves, known for their distinct language, culture, and settlements along the Saramacca River.
  • E. Nuquí
    Nuquí is a remote coastal town and municipality on Colombia’s Pacific coast, known for its rich biodiversity, Afro-Colombian and Indigenous cultures, and ecotourism activities such as whale watching and surfing.
  • 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_69c008a179388190a3b5a081bbf46d55 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c855a2481909801de9fd55686a4 completed March 22, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135e78950819085a2fdd7538af4cb completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c138c23b7481909a647ed8565d25f2 completed March 23, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_69c1391f17d08190952420bff4dd26f9 completed March 23, 2026, 12:59 p.m.
Created at: March 22, 2026, 4:15 p.m.