Triple

T4050577
Position Surface form Disambiguated ID Type / Status
Subject Lake Atitlán E84173 entity
Predicate primaryIndigenousGroups P52996 FINISHED
Object Tzʼutujil Maya
The Tzʼutujil Maya are an Indigenous Maya people of the Guatemalan highlands known for their rich linguistic and cultural traditions, vibrant textiles, and communities around Lake Atitlán.
E409679 NE FINISHED

How this triple was built (5 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: Tzʼutujil Maya | Statement: [Lake Atitlán, primaryIndigenousGroups, Tzʼutujil Maya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tzʼutujil Maya
Context triple: [Lake Atitlán, primaryIndigenousGroups, Tzʼutujil Maya]
  • A. Poqomchiʼ Maya
    The Poqomchiʼ Maya are an indigenous Mayan people of the Guatemalan highlands, known for their distinct Mayan language, traditional agriculture, and rich ceremonial and cultural practices.
  • B. Chontal of Oaxaca
    The Chontal of Oaxaca are an indigenous people of southern Mexico known for their distinct language, traditional agriculture, and rich cultural practices rooted in the region’s mountainous and coastal areas.
  • C. Tzeltal Maya
    The Tzeltal Maya are an indigenous Maya people of the Chiapas highlands in southern Mexico, known for their distinct Mayan language, traditional agriculture, and rich textile and ritual practices.
  • D. Yucatec Maya
    Yucatec Maya is a Mayan language spoken primarily on Mexico’s Yucatán Peninsula, especially among indigenous communities in states like Yucatán, Quintana Roo, and Campeche.
  • E. Misantla Totonac
    Misantla Totonac is an indigenous Totonacan language spoken in the Misantla region of Veracruz, Mexico.
  • 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: Tzʼutujil Maya
Triple: [Lake Atitlán, primaryIndigenousGroups, Tzʼutujil Maya]
Generated description
The Tzʼutujil Maya are an Indigenous Maya people of the Guatemalan highlands known for their rich linguistic and cultural traditions, vibrant textiles, and communities around Lake Atitlán.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tzʼutujil Maya
Target entity description: The Tzʼutujil Maya are an Indigenous Maya people of the Guatemalan highlands known for their rich linguistic and cultural traditions, vibrant textiles, and communities around Lake Atitlán.
  • A. Poqomchiʼ Maya
    The Poqomchiʼ Maya are an indigenous Mayan people of the Guatemalan highlands, known for their distinct Mayan language, traditional agriculture, and rich ceremonial and cultural practices.
  • B. Chontal of Oaxaca
    The Chontal of Oaxaca are an indigenous people of southern Mexico known for their distinct language, traditional agriculture, and rich cultural practices rooted in the region’s mountainous and coastal areas.
  • C. Tzeltal Maya
    The Tzeltal Maya are an indigenous Maya people of the Chiapas highlands in southern Mexico, known for their distinct Mayan language, traditional agriculture, and rich textile and ritual practices.
  • D. Yucatec Maya
    Yucatec Maya is a Mayan language spoken primarily on Mexico’s Yucatán Peninsula, especially among indigenous communities in states like Yucatán, Quintana Roo, and Campeche.
  • E. Misantla Totonac
    Misantla Totonac is an indigenous Totonacan language spoken in the Misantla region of Veracruz, Mexico.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: primaryIndigenousGroups
Context triple: [Lake Atitlán, primaryIndigenousGroups, Tzʼutujil Maya]
  • A. metIndigenousPeople
    Indicates that an entity has encountered or come into contact with Indigenous people.
  • B. recognizedAsIndigenousPeopleBy
    Indicates that one party formally acknowledges and accepts another party as belonging to an indigenous people or community.
  • C. indigenousCommunity
    Indicates that an entity is an indigenous community, i.e., a group with historical, cultural, and ancestral ties to a specific territory predating external or colonial societies.
  • D. nearNativeAmericanNation
    Indicates that one entity is geographically close to the territory or recognized lands of a Native American nation.
  • E. recognizedAsIndigenousIn
    Indicates that an entity is officially acknowledged or classified as Indigenous within a specified region, country, or jurisdiction.
  • F. None of above. chosen

Provenance (7 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb8413848190992e4b5f3b29b43c completed March 9, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b55659256081909154569cedd1694a completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b5572b27c48190989311cef00b5f44 completed March 14, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_69b55b333ffc8190a5df8b8d7bffa77f completed March 14, 2026, 12:57 p.m.
PD Predicate disambiguation batch_69aef90249e4819095e9e043bc4aa9a6 completed March 9, 2026, 4:44 p.m.
PDg Predicate description generation batch_69aef9fcb31c819098d5287b6fc84f4e completed March 9, 2026, 4:49 p.m.
Created at: March 9, 2026, 3:37 p.m.