Triple

T16951149
Position Surface form Disambiguated ID Type / Status
Subject Santa María de Jesús Kaqchikel E411181 entity
Predicate hasAncestor P369 FINISHED
Object Proto-Kaqchikel–Tzʼutujil language
Proto-Kaqchikel–Tzʼutujil is a reconstructed ancestral Mayan language that gave rise to the modern Kaqchikel and Tzʼutujil languages spoken in the Guatemalan highlands.
E1244804 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: Proto-Kaqchikel–Tzʼutujil language | Statement: [Santa María de Jesús Kaqchikel, hasAncestor, Proto-Kaqchikel–Tzʼutujil language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Kaqchikel–Tzʼutujil language
Context triple: [Santa María de Jesús Kaqchikel, hasAncestor, Proto-Kaqchikel–Tzʼutujil language]
  • A. Tlapanecan languages
    Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
  • B. Tzeltalan languages
    The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
  • C. Mixtec languages
    Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
  • D. Mixe–Zoquean languages
    The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
  • E. Zapotecan languages
    Zapotecan languages are a branch of the Oto-Manguean language family spoken primarily in Oaxaca, Mexico, known for their tonal systems and significant dialect diversity.
  • 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: Proto-Kaqchikel–Tzʼutujil language
Triple: [Santa María de Jesús Kaqchikel, hasAncestor, Proto-Kaqchikel–Tzʼutujil language]
Generated description
Proto-Kaqchikel–Tzʼutujil is a reconstructed ancestral Mayan language that gave rise to the modern Kaqchikel and Tzʼutujil languages spoken in the Guatemalan highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Kaqchikel–Tzʼutujil language
Target entity description: Proto-Kaqchikel–Tzʼutujil is a reconstructed ancestral Mayan language that gave rise to the modern Kaqchikel and Tzʼutujil languages spoken in the Guatemalan highlands.
  • A. Tlapanecan languages
    Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
  • B. Tzeltalan languages
    The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
  • C. Mixtec languages
    Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
  • D. Mixe–Zoquean languages
    The Mixe–Zoquean languages are a small family of indigenous Mesoamerican languages spoken in southern Mexico, often hypothesized to be related to the language of the ancient Olmec civilization.
  • E. Zapotecan languages
    Zapotecan languages are a branch of the Oto-Manguean language family spoken primarily in Oaxaca, Mexico, known for their tonal systems and significant dialect diversity.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb6e5fc8190b1bd3ad1c2773685 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc04f60081909b7b276a4010c321 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d33cac819083d8e542ea5bc274 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0115c967b0819088e2335fd45d755b completed May 10, 2026, 11:33 p.m.
Created at: April 10, 2026, 5:31 a.m.