Triple

T905824
Position Surface form Disambiguated ID Type / Status
Subject San Pedro de Atacama E19545 entity
Predicate localIndigenousPeople P13491 FINISHED
Object Atacameño
The Atacameño are an indigenous people of the Atacama Desert region in northern Chile, known for their ancient agricultural traditions, oasis settlements, and rich pre-Columbian cultural heritage.
E106781 NE FINISHED

How this triple was built (5 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: Atacameño | Statement: [San Pedro de Atacama, localIndigenousPeople, Atacameño]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atacameño
Context triple: [San Pedro de Atacama, localIndigenousPeople, Atacameño]
  • A. Amuzgo
    The Amuzgo are an indigenous Mesoamerican people primarily inhabiting the mountainous regions of Guerrero and Oaxaca in southern Mexico, known for their distinct language and rich textile-weaving traditions.
  • B. Muspilli
    Muspilli is an Old High German eschatological poem that vividly depicts the Last Judgment and the end of the world.
  • C. Tepehuan
    The Tepehuan are an Indigenous people of northern Mexico, known for their distinct Uto-Aztecan language, traditional agriculture, and communities in the Sierra Madre Occidental.
  • D. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • E. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • 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: Atacameño
Triple: [San Pedro de Atacama, localIndigenousPeople, Atacameño]
Generated description
The Atacameño are an indigenous people of the Atacama Desert region in northern Chile, known for their ancient agricultural traditions, oasis settlements, and rich pre-Columbian cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atacameño
Target entity description: The Atacameño are an indigenous people of the Atacama Desert region in northern Chile, known for their ancient agricultural traditions, oasis settlements, and rich pre-Columbian cultural heritage.
  • A. Amuzgo
    The Amuzgo are an indigenous Mesoamerican people primarily inhabiting the mountainous regions of Guerrero and Oaxaca in southern Mexico, known for their distinct language and rich textile-weaving traditions.
  • B. Muspilli
    Muspilli is an Old High German eschatological poem that vividly depicts the Last Judgment and the end of the world.
  • C. Tepehuan
    The Tepehuan are an Indigenous people of northern Mexico, known for their distinct Uto-Aztecan language, traditional agriculture, and communities in the Sierra Madre Occidental.
  • D. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • E. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: localIndigenousPeople
Context triple: [San Pedro de Atacama, localIndigenousPeople, Atacameño]
  • A. recognizedAsIndigenousPeopleBy
    Indicates that one party formally acknowledges and accepts another party as belonging to an indigenous people or community.
  • B. recognizedAsIndigenousIn
    Indicates that an entity is officially acknowledged or classified as Indigenous within a specified region, country, or jurisdiction.
  • C. treatmentOfIndigenousPeople
    Indicates how indigenous people are treated, including the nature, quality, and consequences of actions or policies directed toward them.
  • D. traditionalOwners
    Indicates that one entity is recognized as the original or customary custodians of land, waters, or cultural heritage associated with another entity.
  • E. hasTraditionalOwner chosen
    Indicates that an entity is recognized as the customary or ancestral owner or custodian of another entity, typically land, territory, or a cultural site.
  • F. None of above.

Provenance (6 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_69a4b3bcad2481908b83575b2fb80d14 completed March 1, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c7391e6c8190836e8d7e7fdf9c93 completed March 4, 2026, 5:46 a.m.
NEDg Description generation batch_69a7c78ba0008190bf884de7f89b4655 completed March 4, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7c8991e7c81908c31d60f9a7f2340 completed March 4, 2026, 5:52 a.m.
PD Predicate disambiguation batch_69a4b28ff5948190982c4439eadf9d87 completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:39 p.m.