Triple

T8758140
Position Surface form Disambiguated ID Type / Status
Subject Hixkaryana language E208123 entity
Predicate spokenBy P2181 FINISHED
Object Hixkaryana people
The Hixkaryana people are an indigenous group of the Amazon rainforest in Brazil, known for their unique culture and for speaking a Cariban language with an unusual object–verb–subject word order.
E795409 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: Hixkaryana people | Statement: [Hixkaryana language, spokenBy, Hixkaryana people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hixkaryana people
Context triple: [Hixkaryana language, spokenBy, Hixkaryana people]
  • A. Rarámuri people
    The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
  • B. Zápara people
    The Zápara people are an Indigenous group of the western Amazon known for their endangered language, rich shamanic traditions, and recognition by UNESCO as part of the Intangible Cultural Heritage of Humanity.
  • C. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • D. Xikrin people
    The Xikrin people are an Indigenous group of the Brazilian Amazon, part of the larger Kayapó linguistic and cultural family, known for their complex social organization, body painting, and forest-based way of life.
  • E. Ktunaxa people
    The Ktunaxa people are an Indigenous group of North America traditionally inhabiting regions of southeastern British Columbia and adjacent areas of the United States, known for their distinct cultural traditions and unique language isolate.
  • 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: Hixkaryana people
Triple: [Hixkaryana language, spokenBy, Hixkaryana people]
Generated description
The Hixkaryana people are an indigenous group of the Amazon rainforest in Brazil, known for their unique culture and for speaking a Cariban language with an unusual object–verb–subject word order.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hixkaryana people
Target entity description: The Hixkaryana people are an indigenous group of the Amazon rainforest in Brazil, known for their unique culture and for speaking a Cariban language with an unusual object–verb–subject word order.
  • A. Rarámuri people
    The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
  • B. Zápara people
    The Zápara people are an Indigenous group of the western Amazon known for their endangered language, rich shamanic traditions, and recognition by UNESCO as part of the Intangible Cultural Heritage of Humanity.
  • C. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • D. Xikrin people
    The Xikrin people are an Indigenous group of the Brazilian Amazon, part of the larger Kayapó linguistic and cultural family, known for their complex social organization, body painting, and forest-based way of life.
  • E. Ktunaxa people
    The Ktunaxa people are an Indigenous group of North America traditionally inhabiting regions of southeastern British Columbia and adjacent areas of the United States, known for their distinct cultural traditions and unique language isolate.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5ddc2d9c81908948aee2b956cce4 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100a931988190aaff56f16057ea90 completed April 4, 2026, 12:14 p.m.
NEDg Description generation batch_69d10144380481909ef3f68f621c0be7 completed April 4, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69d1019faa188190a8945d469a763207 completed April 4, 2026, 12:18 p.m.
Created at: March 30, 2026, 6:40 p.m.