Triple

T20327639
Position Surface form Disambiguated ID Type / Status
Subject Chinautla E492382 entity
Predicate populationGroup P2750 FINISHED
Object indigenous peoples of Guatemala
Indigenous peoples of Guatemala are the original Maya and other native ethnic groups of the region, known for their distinct languages, traditional customs, and enduring cultural heritage.
E1424420 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: indigenous peoples of Guatemala | Statement: [Chinautla, populationGroup, indigenous peoples of Guatemala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: indigenous peoples of Guatemala
Context triple: [Chinautla, populationGroup, indigenous peoples of Guatemala]
  • A. indigenous peoples of El Salvador
    The indigenous peoples of El Salvador are the original inhabitants of the region, including groups such as the Lenca, Pipil (Nahua), and Cacaopera, who maintain distinct cultural traditions, languages, and histories despite centuries of colonization and marginalization.
  • B. indigenous peoples of Honduras
    The indigenous peoples of Honduras are the original Native American communities of the region, including groups such as the Lenca, Miskito, Pech, Tolupan, and Garífuna, each with distinct languages, cultures, and historical territories.
  • C. Tzotzil people
    The Tzotzil people are an indigenous Maya group of Chiapas, Mexico, known for their distinct Mayan language, traditional weaving, and highland village communities.
  • D. Q’eqchi’ Maya people
    The Q’eqchi’ Maya people are an indigenous Maya group of Guatemala and Belize known for their distinct Mayan language, traditional agrarian lifestyle, and rich spiritual and cultural practices tied closely to their highland and lowland homelands.
  • E. Qʼanjobʼal people
    The Qʼanjobʼal people are an indigenous Maya group from the highlands of northwestern Guatemala, known for their distinct Mayan language, traditional weaving, and rich communal cultural practices.
  • 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: indigenous peoples of Guatemala
Triple: [Chinautla, populationGroup, indigenous peoples of Guatemala]
Generated description
Indigenous peoples of Guatemala are the original Maya and other native ethnic groups of the region, known for their distinct languages, traditional customs, and enduring cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: indigenous peoples of Guatemala
Target entity description: Indigenous peoples of Guatemala are the original Maya and other native ethnic groups of the region, known for their distinct languages, traditional customs, and enduring cultural heritage.
  • A. indigenous peoples of El Salvador
    The indigenous peoples of El Salvador are the original inhabitants of the region, including groups such as the Lenca, Pipil (Nahua), and Cacaopera, who maintain distinct cultural traditions, languages, and histories despite centuries of colonization and marginalization.
  • B. indigenous peoples of Honduras
    The indigenous peoples of Honduras are the original Native American communities of the region, including groups such as the Lenca, Miskito, Pech, Tolupan, and Garífuna, each with distinct languages, cultures, and historical territories.
  • C. Tzotzil people
    The Tzotzil people are an indigenous Maya group of Chiapas, Mexico, known for their distinct Mayan language, traditional weaving, and highland village communities.
  • D. Q’eqchi’ Maya people
    The Q’eqchi’ Maya people are an indigenous Maya group of Guatemala and Belize known for their distinct Mayan language, traditional agrarian lifestyle, and rich spiritual and cultural practices tied closely to their highland and lowland homelands.
  • E. Qʼanjobʼal people
    The Qʼanjobʼal people are an indigenous Maya group from the highlands of northwestern Guatemala, known for their distinct Mayan language, traditional weaving, and rich communal cultural practices.
  • 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_69e0b4a0134081909113563e1c3ba68a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e677e513608190b70527cd9f4d5da3 completed April 20, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08612f90b08190a6b700906944fc27 completed May 16, 2026, 12:21 p.m.
NEDg Description generation batch_6a086231b440819087671c5c61adcdc6 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08635869148190992d75a8806f767c completed May 16, 2026, 12:30 p.m.
Created at: April 16, 2026, 11:21 a.m.