Triple

T6561645
Position Surface form Disambiguated ID Type / Status
Subject Uspantek E153796 entity
Predicate spokenBy P2181 FINISHED
Object Uspanteko people
The Uspanteko people are an indigenous Maya group of Guatemala with their own distinct language, cultural traditions, and historical presence in the highland region.
E629165 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: Uspanteko people | Statement: [Uspantek, spokenBy, Uspanteko people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Uspanteko people
Context triple: [Uspantek, spokenBy, Uspanteko people]
  • A. Tutelo people
    The Tutelo people are a Native American tribe originally from the eastern United States, culturally and linguistically related to other Siouan-speaking groups.
  • B. Totonaque people
    The Totonaque people are an indigenous Mesoamerican group primarily from the Gulf Coast region of Veracruz and Puebla, known for their rich pre-Hispanic cultural heritage, distinctive language, and traditional crafts.
  • C. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • D. Itza people
    The Itza people are a Maya ethnic group native to the Petén region of northern Guatemala, historically associated with the city of Chichén Itzá and known for preserving distinct Itza Maya language and cultural traditions.
  • E. Rarámuri people
    The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
  • 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: Uspanteko people
Triple: [Uspantek, spokenBy, Uspanteko people]
Generated description
The Uspanteko people are an indigenous Maya group of Guatemala with their own distinct language, cultural traditions, and historical presence in the highland region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Uspanteko people
Target entity description: The Uspanteko people are an indigenous Maya group of Guatemala with their own distinct language, cultural traditions, and historical presence in the highland region.
  • A. Tutelo people
    The Tutelo people are a Native American tribe originally from the eastern United States, culturally and linguistically related to other Siouan-speaking groups.
  • B. Totonaque people
    The Totonaque people are an indigenous Mesoamerican group primarily from the Gulf Coast region of Veracruz and Puebla, known for their rich pre-Hispanic cultural heritage, distinctive language, and traditional crafts.
  • C. Amuzgo people
    The Amuzgo people are an indigenous Mesoamerican group primarily inhabiting the border region of Guerrero and Oaxaca in southern Mexico, known for their distinct Oto-Manguean language and rich textile-weaving traditions.
  • D. Itza people
    The Itza people are a Maya ethnic group native to the Petén region of northern Guatemala, historically associated with the city of Chichén Itzá and known for preserving distinct Itza Maya language and cultural traditions.
  • E. Rarámuri people
    The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae37a5b0819091692fc5def270b9 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c751058e808190b3f9e7f9e5f68327 completed March 28, 2026, 3:54 a.m.
NEDg Description generation batch_69c752617f808190bec194ba7899dac1 completed March 28, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c753402db0819082d07436bb8f6c83 completed March 28, 2026, 4:04 a.m.
Created at: March 27, 2026, 1:52 p.m.