Triple

T20632942
Position Surface form Disambiguated ID Type / Status
Subject Tepiman languages E507002 entity
Predicate spokenBy P2181 FINISHED
Object Pima Bajo people
The Pima Bajo people are an Indigenous group of northern Mexico, culturally related to other O’odham (Pima) peoples, with a traditional livelihood based on subsistence agriculture and rich ceremonial and ritual practices.
E1446455 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 Bajo people | Statement: [Tepiman languages, spokenBy, Pima Bajo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pima Bajo people
Context triple: [Tepiman languages, spokenBy, Pima Bajo people]
  • A. Yaqui people
    The Yaqui people are an Indigenous group native to the Sonoran Desert region of northern Mexico and southern Arizona, known for their rich ceremonial traditions, resistance to colonization, and distinctive language and culture.
  • B. 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.
  • C. 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.
  • D. Moxeño people
    The Moxeño people are an indigenous Arawakan-speaking group of Bolivia known for their traditional communal lifestyles, rich ceremonial music and dance, and long history in the lowland regions of the country.
  • 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: Pima Bajo people
Triple: [Tepiman languages, spokenBy, Pima Bajo people]
Generated description
The Pima Bajo people are an Indigenous group of northern Mexico, culturally related to other O’odham (Pima) peoples, with a traditional livelihood based on subsistence agriculture and rich ceremonial and ritual practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pima Bajo people
Target entity description: The Pima Bajo people are an Indigenous group of northern Mexico, culturally related to other O’odham (Pima) peoples, with a traditional livelihood based on subsistence agriculture and rich ceremonial and ritual practices.
  • A. Yaqui people
    The Yaqui people are an Indigenous group native to the Sonoran Desert region of northern Mexico and southern Arizona, known for their rich ceremonial traditions, resistance to colonization, and distinctive language and culture.
  • B. 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.
  • C. 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.
  • D. Moxeño people
    The Moxeño people are an indigenous Arawakan-speaking group of Bolivia known for their traditional communal lifestyles, rich ceremonial music and dance, and long history in the lowland regions of the country.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6ad0bdcd88190a59d68e03370b271 completed April 20, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08e041242481909a89354936869a31 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e0d409d48190bca2fb8c60b8ce08 completed May 16, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08e164ef8c8190b482f2cc0f43acce completed May 16, 2026, 9:28 p.m.
Created at: April 16, 2026, 11:42 a.m.