Triple

T10909554
Position Surface form Disambiguated ID Type / Status
Subject Cahuapanan E257657 entity
Predicate spokenBy P2181 FINISHED
Object Cahuapanan peoples
The Cahuapanan peoples are Indigenous groups of the Peruvian Amazon known for their distinct cultural traditions and languages within the broader Cahuapanan language family.
E916632 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: Cahuapanan peoples | Statement: [Cahuapanan, spokenBy, Cahuapanan peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cahuapanan peoples
Context triple: [Cahuapanan, spokenBy, Cahuapanan peoples]
  • A. Cuicatec people
    The Cuicatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct language, traditional agriculture, and rich cultural heritage.
  • B. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • C. Guarijío people
    The Guarijío people are an Indigenous group of northwestern Mexico with their own Uto-Aztecan language, traditional agriculture, and distinct cultural practices rooted in the Sierra Madre Occidental region.
  • D. Matlatzinca people
    The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
  • E. Tepehuan people
    The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
  • 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: Cahuapanan peoples
Triple: [Cahuapanan, spokenBy, Cahuapanan peoples]
Generated description
The Cahuapanan peoples are Indigenous groups of the Peruvian Amazon known for their distinct cultural traditions and languages within the broader Cahuapanan language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cahuapanan peoples
Target entity description: The Cahuapanan peoples are Indigenous groups of the Peruvian Amazon known for their distinct cultural traditions and languages within the broader Cahuapanan language family.
  • A. Cuicatec people
    The Cuicatec people are an indigenous Mesoamerican group from Oaxaca, Mexico, known for their distinct language, traditional agriculture, and rich cultural heritage.
  • B. Cochimí people
    The Cochimí people are an Indigenous group native to the central Baja California peninsula in Mexico, historically known for their hunter-gatherer lifestyle and now largely assimilated, with their original language considered extinct.
  • C. Guarijío people
    The Guarijío people are an Indigenous group of northwestern Mexico with their own Uto-Aztecan language, traditional agriculture, and distinct cultural practices rooted in the Sierra Madre Occidental region.
  • D. Matlatzinca people
    The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
  • E. Tepehuan people
    The Tepehuan people are an indigenous group of northern Mexico known for their distinct Uto-Aztecan language varieties, traditional agriculture, and resilient cultural practices in the Sierra Madre Occidental.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77068e5488190bbc881ebf51d6b2e completed April 9, 2026, 9:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69e5099f57ac81909e7734b83ad96a40 completed April 19, 2026, 4:58 p.m.
NEDg Description generation batch_69e50ec6ad388190b2518692d30c371c completed April 19, 2026, 5:20 p.m.
NED2 Entity disambiguation (via description) batch_69e5168c8da0819093bf61d8ea5f9e35 completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:22 p.m.