Triple

T16851281
Position Surface form Disambiguated ID Type / Status
Subject Atitlán watershed region E409680 entity
Predicate inhabitedBy P6481 FINISHED
Object Kaqchikel Maya communities
Kaqchikel Maya communities are Indigenous peoples of the Guatemalan highlands, known for their Mayan language, traditional agriculture, and rich cultural heritage expressed through textiles, rituals, and communal governance.
E1236754 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: Kaqchikel Maya communities | Statement: [Atitlán watershed region, inhabitedBy, Kaqchikel Maya communities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kaqchikel Maya communities
Context triple: [Atitlán watershed region, inhabitedBy, Kaqchikel Maya communities]
  • A. Chol Maya communities
    Chol Maya communities are indigenous groups in southern Mexico who speak the Chol Mayan language and maintain traditional agricultural, spiritual, and cultural practices closely tied to the rainforest environment.
  • B. Chinantec communities
    Chinantec communities are indigenous groups in Mexico known for their distinct Chinantec languages, traditional agricultural practices, and rich cultural heritage rooted in the mountainous regions of Oaxaca.
  • C. Poqomam Maya people
    The Poqomam Maya people are an indigenous Maya group of Mesoamerica, primarily living in Guatemala and parts of El Salvador, known for their distinct language, traditional agriculture, and rich ceremonial and cultural practices.
  • 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. Achumawi community
    The Achumawi community is a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their distinct cultural practices and language.
  • 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: Kaqchikel Maya communities
Triple: [Atitlán watershed region, inhabitedBy, Kaqchikel Maya communities]
Generated description
Kaqchikel Maya communities are Indigenous peoples of the Guatemalan highlands, known for their Mayan language, traditional agriculture, and rich cultural heritage expressed through textiles, rituals, and communal governance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kaqchikel Maya communities
Target entity description: Kaqchikel Maya communities are Indigenous peoples of the Guatemalan highlands, known for their Mayan language, traditional agriculture, and rich cultural heritage expressed through textiles, rituals, and communal governance.
  • A. Chol Maya communities
    Chol Maya communities are indigenous groups in southern Mexico who speak the Chol Mayan language and maintain traditional agricultural, spiritual, and cultural practices closely tied to the rainforest environment.
  • B. Chinantec communities
    Chinantec communities are indigenous groups in Mexico known for their distinct Chinantec languages, traditional agricultural practices, and rich cultural heritage rooted in the mountainous regions of Oaxaca.
  • C. Poqomam Maya people
    The Poqomam Maya people are an indigenous Maya group of Mesoamerica, primarily living in Guatemala and parts of El Salvador, known for their distinct language, traditional agriculture, and rich ceremonial and cultural practices.
  • 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. Achumawi community
    The Achumawi community is a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their distinct cultural practices and language.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b379b8fc81908d8bc9950c7f8bad completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb1f02648190937c692af83843dc completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbc80d54819092de4ee363508b49 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc633abc8190a86808986ba294ec completed May 10, 2026, 5:12 p.m.
Created at: April 10, 2026, 5:24 a.m.