Triple

T637396
Position Surface form Disambiguated ID Type / Status
Subject Uto-Aztecan E16654 entity
Predicate includesLanguage P2177 FINISHED
Object Pima
Pima is a Native American language of the Uto-Aztecan family traditionally spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
 E81121 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: Pima | Statement: [Uto-Aztecan, includesLanguage, Pima]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pima
Context triple: [Uto-Aztecan, includesLanguage, Pima]
  • A. Maricopa
    Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
  • B. Madera
    Madera is a city in California’s San Joaquin Valley known primarily as the administrative and economic center of Madera County.
  • C. Mohave
    The Mohave are a Native American people traditionally living along the lower Colorado River in what is now Arizona, California, and Nevada, known for their riverine agriculture, distinctive tattoos, and rich oral traditions.
  • D. Sonora
    Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
  • E. Sonora
    Sonora is a small historic city in California’s Sierra Nevada foothills known for its Gold Rush heritage and role as a regional hub for tourism and outdoor recreation.
  • 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: Pima
Triple: [Uto-Aztecan, includesLanguage, Pima]
Generated description
Pima is a Native American language of the Uto-Aztecan family traditionally spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pima
Target entity description: Pima is a Native American language of the Uto-Aztecan family traditionally spoken by the Akimel O’odham (Pima) people of the southwestern United States and northern Mexico.
  • A. Maricopa
    Maricopa are a Native American people traditionally living along the lower Gila and Colorado Rivers in what is now Arizona, known for their distinct Yuman language and cultural heritage.
  • B. Madera
    Madera is a city in California’s San Joaquin Valley known primarily as the administrative and economic center of Madera County.
  • C. Mohave
    The Mohave are a Native American people traditionally living along the lower Colorado River in what is now Arizona, California, and Nevada, known for their riverine agriculture, distinctive tattoos, and rich oral traditions.
  • D. Sonora
    Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
  • E. Sonora
    Sonora is a small historic city in California’s Sierra Nevada foothills known for its Gold Rush heritage and role as a regional hub for tourism and outdoor recreation.
  • 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_69a4936be1c88190af56540324b57da7 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ee7fdbc8190858e42bb1bfdb3ff completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a58035296481908c177e782137b194 completed March 2, 2026, 12:19 p.m.
NEDg Description generation batch_69a5826e8b4081908523f552045e4e91 completed March 2, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69a583113320819080feea6882d3bff5 completed March 2, 2026, 12:31 p.m.
Created at: March 1, 2026, 7:35 p.m.