Triple

T6839273
Position Surface form Disambiguated ID Type / Status
Subject Mochoʼ E157528 entity
Predicate spokenBy P2181 FINISHED
Object Mochoʼ people
The Mochoʼ people are an indigenous Maya group of Chiapas, Mexico, known for their distinct Mochoʼ language and traditional highland culture.
E633005 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: Mochoʼ people | Statement: [Mochoʼ, spokenBy, Mochoʼ people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mochoʼ people
Context triple: [Mochoʼ, spokenBy, Mochoʼ people]
  • A. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • B. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • C. 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.
  • D. Kaytetye people
    The Kaytetye people are an Aboriginal Australian group from the central Northern Territory, with a distinct language and culture deeply connected to their ancestral lands.
  • 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: Mochoʼ people
Triple: [Mochoʼ, spokenBy, Mochoʼ people]
Generated description
The Mochoʼ people are an indigenous Maya group of Chiapas, Mexico, known for their distinct Mochoʼ language and traditional highland culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mochoʼ people
Target entity description: The Mochoʼ people are an indigenous Maya group of Chiapas, Mexico, known for their distinct Mochoʼ language and traditional highland culture.
  • A. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • B. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • C. 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.
  • D. Kaytetye people
    The Kaytetye people are an Aboriginal Australian group from the central Northern Territory, with a distinct language and culture deeply connected to their ancestral lands.
  • 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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d67ee1c88190b82a9b6b3d1e3875 completed March 27, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7617566f481908d49d3e285c4fdae completed March 28, 2026, 5:04 a.m.
NEDg Description generation batch_69c7637e42e4819082c8a01c359e11ce completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76412b3248190b7515cc7dcee1e8a completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:19 p.m.