Triple

T16851283
Position Surface form Disambiguated ID Type / Status
Subject Atitlán watershed region E409680 entity
Predicate inhabitedBy P6481 FINISHED
Object K’iche’ Maya communities
K’iche’ Maya communities are Indigenous groups in the Guatemalan highlands who maintain a rich tradition of Mayan language, agriculture, and spiritual practices closely tied to their ancestral lands.
E1239618 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: K’iche’ Maya communities | Statement: [Atitlán watershed region, inhabitedBy, K’iche’ Maya communities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: K’iche’ Maya communities
Context triple: [Atitlán watershed region, inhabitedBy, K’iche’ Maya communities]
  • A. Tz’utujil Maya communities
    Tz’utujil Maya communities are Indigenous groups in Guatemala known for their rich Mayan linguistic heritage, traditional weaving and agriculture, and strong communal and spiritual ties to the Lake Atitlán region.
  • B. 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.
  • C. 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.
  • D. Maya resistance in Yucatán
    The Maya resistance in Yucatán was a prolonged series of indigenous uprisings and guerrilla struggles by the Maya peoples against Spanish colonial and later Mexican rule in the Yucatán Peninsula.
  • E. 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.
  • 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: K’iche’ Maya communities
Triple: [Atitlán watershed region, inhabitedBy, K’iche’ Maya communities]
Generated description
K’iche’ Maya communities are Indigenous groups in the Guatemalan highlands who maintain a rich tradition of Mayan language, agriculture, and spiritual practices closely tied to their ancestral lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: K’iche’ Maya communities
Target entity description: K’iche’ Maya communities are Indigenous groups in the Guatemalan highlands who maintain a rich tradition of Mayan language, agriculture, and spiritual practices closely tied to their ancestral lands.
  • A. Tz’utujil Maya communities
    Tz’utujil Maya communities are Indigenous groups in Guatemala known for their rich Mayan linguistic heritage, traditional weaving and agriculture, and strong communal and spiritual ties to the Lake Atitlán region.
  • B. 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.
  • C. 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.
  • D. Maya resistance in Yucatán
    The Maya resistance in Yucatán was a prolonged series of indigenous uprisings and guerrilla struggles by the Maya peoples against Spanish colonial and later Mexican rule in the Yucatán Peninsula.
  • E. 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.
  • 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_6a00c79e86ac8190b89c4ebb05250b4f completed May 10, 2026, 5:59 p.m.
NEDg Description generation batch_6a00c8e20ab08190aaf7e5666f1e9ad8 completed May 10, 2026, 6:05 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9b7967081909353f1c911cb2633 completed May 10, 2026, 6:08 p.m.
Created at: April 10, 2026, 5:24 a.m.