Triple

T16720330
Position Surface form Disambiguated ID Type / Status
Subject Pecos Valley E406331 entity
Predicate historicallyInhabitedBy P3032 FINISHED
Object Towa-speaking peoples
Towa-speaking peoples are Native American groups of the Pueblo culture, notably including the Jemez and formerly Pecos Pueblos, whose members traditionally spoke the Towa language.
E1230988 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: Towa-speaking peoples | Statement: [Pecos Valley, historicallyInhabitedBy, Towa-speaking peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Towa-speaking peoples
Context triple: [Pecos Valley, historicallyInhabitedBy, Towa-speaking peoples]
  • A. Nakanai people
    The Nakanai people are an indigenous ethnic group of central New Britain in Papua New Guinea, known for their distinct Austronesian language and rich coastal and rainforest-based cultural traditions.
  • B. Warekena people
    The Warekena people are an Indigenous group of the Northwest Amazon, primarily living along rivers in Brazil and Venezuela, known for their distinct Arawakan language and riverine culture.
  • C. Miyako people
    The Miyako people are an indigenous Ryukyuan ethnic group from Japan’s Miyako Islands, with their own distinct Miyako language and cultural traditions separate from mainland Japanese society.
  • D. Ishkashimi people
    The Ishkashimi people are a small Iranian ethnic group native to the mountainous border regions of northeastern Afghanistan and southeastern Tajikistan, known for their distinct Ishkashimi language and traditional agrarian lifestyle.
  • E. Kawaiisu people
    The Kawaiisu people are an Indigenous Native American group traditionally inhabiting the southern Sierra Nevada and Tehachapi Mountains of California, known for their Uto-Aztecan language and rich basketry and rock art traditions.
  • 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: Towa-speaking peoples
Triple: [Pecos Valley, historicallyInhabitedBy, Towa-speaking peoples]
Generated description
Towa-speaking peoples are Native American groups of the Pueblo culture, notably including the Jemez and formerly Pecos Pueblos, whose members traditionally spoke the Towa language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Towa-speaking peoples
Target entity description: Towa-speaking peoples are Native American groups of the Pueblo culture, notably including the Jemez and formerly Pecos Pueblos, whose members traditionally spoke the Towa language.
  • A. Nakanai people
    The Nakanai people are an indigenous ethnic group of central New Britain in Papua New Guinea, known for their distinct Austronesian language and rich coastal and rainforest-based cultural traditions.
  • B. Warekena people
    The Warekena people are an Indigenous group of the Northwest Amazon, primarily living along rivers in Brazil and Venezuela, known for their distinct Arawakan language and riverine culture.
  • C. Miyako people
    The Miyako people are an indigenous Ryukyuan ethnic group from Japan’s Miyako Islands, with their own distinct Miyako language and cultural traditions separate from mainland Japanese society.
  • D. Ishkashimi people
    The Ishkashimi people are a small Iranian ethnic group native to the mountainous border regions of northeastern Afghanistan and southeastern Tajikistan, known for their distinct Ishkashimi language and traditional agrarian lifestyle.
  • E. Kawaiisu people
    The Kawaiisu people are an Indigenous Native American group traditionally inhabiting the southern Sierra Nevada and Tehachapi Mountains of California, known for their Uto-Aztecan language and rich basketry and rock art traditions.
  • 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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3874270748190ad7c3b3531293b60 completed April 18, 2026, 1:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d3f776c8190865a669fc63056b3 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009e5990ac81909d2a990f8101e4bc completed May 10, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_6a009ef7d13081908ea758cd2cc11995 completed May 10, 2026, 3:06 p.m.
Created at: April 10, 2026, 5:20 a.m.