Triple

T906500
Position Surface form Disambiguated ID Type / Status
Subject Indigenous peoples of North America E19559 entity
Predicate hasLanguageFamily P1047 FINISHED
Object Puebloan languages
Puebloan languages are a group of Native American languages traditionally spoken by the Pueblo peoples of the Southwestern United States, including languages such as Keresan, Tanoan, and Zuni.
E112613 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: Puebloan languages | Statement: [Indigenous peoples of North America, hasLanguageFamily, Puebloan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puebloan languages
Context triple: [Indigenous peoples of North America, hasLanguageFamily, Puebloan languages]
  • A. Uto-Aztecan
    Uto-Aztecan is a large Native American language family of the Western United States and Mexico that includes languages such as Nahuatl, Hopi, and Ute.
  • B. Southern Uto-Aztecan
    Southern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes languages such as Nahuatl, Hopi, and the languages of many indigenous groups in Mexico and the U.S. Southwest.
  • C. Coahuiltecan languages
    The Coahuiltecan languages are a group of now mostly extinct indigenous languages once spoken by hunter-gatherer peoples in what is now southern Texas and northeastern Mexico, often classified within the proposed Hokan language family.
  • D. Northern Athabaskan languages
    Northern Athabaskan languages are a group of closely related Indigenous languages spoken primarily in northwestern Canada and Alaska, forming a northern branch of the larger Athabaskan language family.
  • E. Mexican Penutian languages
    Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
  • 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: Puebloan languages
Triple: [Indigenous peoples of North America, hasLanguageFamily, Puebloan languages]
Generated description
Puebloan languages are a group of Native American languages traditionally spoken by the Pueblo peoples of the Southwestern United States, including languages such as Keresan, Tanoan, and Zuni.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puebloan languages
Target entity description: Puebloan languages are a group of Native American languages traditionally spoken by the Pueblo peoples of the Southwestern United States, including languages such as Keresan, Tanoan, and Zuni.
  • A. Uto-Aztecan
    Uto-Aztecan is a large Native American language family of the Western United States and Mexico that includes languages such as Nahuatl, Hopi, and Ute.
  • B. Southern Uto-Aztecan
    Southern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes languages such as Nahuatl, Hopi, and the languages of many indigenous groups in Mexico and the U.S. Southwest.
  • C. Coahuiltecan languages
    The Coahuiltecan languages are a group of now mostly extinct indigenous languages once spoken by hunter-gatherer peoples in what is now southern Texas and northeastern Mexico, often classified within the proposed Hokan language family.
  • D. Northern Athabaskan languages
    Northern Athabaskan languages are a group of closely related Indigenous languages spoken primarily in northwestern Canada and Alaska, forming a northern branch of the larger Athabaskan language family.
  • E. Mexican Penutian languages
    Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
  • 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_69a4939e889c8190ac148b3ac1a7f90b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2cc85a08190bc8186eb9ed1fa38 completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a9339e557c81908d4d44f922994ba0 completed March 5, 2026, 7:41 a.m.
NEDg Description generation batch_69a939dc47088190a67f78eaf654164e completed March 5, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69aa969be4648190a74982d015763dcd completed March 6, 2026, 8:55 a.m.
Created at: March 1, 2026, 7:39 p.m.