Triple

T5095598
Position Surface form Disambiguated ID Type / Status
Subject Xingu River E114855 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Arara people
The Arara people are an Indigenous group of the Brazilian Amazon known for their distinct language, traditional forest-based lifestyle, and residence along tributaries of the Xingu River.
E501542 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: Arara people | Statement: [Xingu River, associatedWithEthnicGroup, Arara people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arara people
Context triple: [Xingu River, associatedWithEthnicGroup, Arara people]
  • A. Bororo people
    The Bororo people are an Indigenous group of central Brazil known for their complex social organization, vibrant ceremonial life, and traditional villages arranged in a distinctive circular pattern.
  • B. 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.
  • C. Alago people
    The Alago people are an ethnic group in central Nigeria, primarily found in Nasarawa State, known for their distinct language, farming traditions, and long-standing interactions with neighboring groups such as the Tiv.
  • D. Forro people
    The Forro people are an Afro-descendant ethnic group of São Tomé and Príncipe, historically formed from freed slaves and known for their distinct creole language and cultural traditions.
  • E. Warao people
    The Warao people are an Indigenous group of the Orinoco Delta in Venezuela, traditionally known for their stilt-house riverine settlements, canoe-based transportation, and subsistence fishing and gathering.
  • 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: Arara people
Triple: [Xingu River, associatedWithEthnicGroup, Arara people]
Generated description
The Arara people are an Indigenous group of the Brazilian Amazon known for their distinct language, traditional forest-based lifestyle, and residence along tributaries of the Xingu River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arara people
Target entity description: The Arara people are an Indigenous group of the Brazilian Amazon known for their distinct language, traditional forest-based lifestyle, and residence along tributaries of the Xingu River.
  • A. Bororo people
    The Bororo people are an Indigenous group of central Brazil known for their complex social organization, vibrant ceremonial life, and traditional villages arranged in a distinctive circular pattern.
  • B. 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.
  • C. Alago people
    The Alago people are an ethnic group in central Nigeria, primarily found in Nasarawa State, known for their distinct language, farming traditions, and long-standing interactions with neighboring groups such as the Tiv.
  • D. Forro people
    The Forro people are an Afro-descendant ethnic group of São Tomé and Príncipe, historically formed from freed slaves and known for their distinct creole language and cultural traditions.
  • E. Warao people
    The Warao people are an Indigenous group of the Orinoco Delta in Venezuela, traditionally known for their stilt-house riverine settlements, canoe-based transportation, and subsistence fishing and gathering.
  • 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_69bd443fc49c819089629c00e311310c completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75652a8081908386718f1fdb1de3 completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee067be548190b280674ebf125ca3 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee62f493881909e8b484534e75359 completed March 21, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69bee6d1eae481909f3861b7c0adc2fd completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:40 p.m.