Triple

T1350817
Position Surface form Disambiguated ID Type / Status
Subject Mayan languages E28875 entity
Predicate includesLanguage P2177 FINISHED
Object Mochoʼ
Mochoʼ is an indigenous Mayan language spoken by a small community in Chiapas, Mexico, known for its highly endangered status and distinctive phonological and grammatical features within the Mayan family.
E157528 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: Mochoʼ | Statement: [Mayan languages, includesLanguage, Mochoʼ]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mochoʼ
Context triple: [Mayan languages, includesLanguage, Mochoʼ]
  • A. Quivicán
    Quivicán is a municipality in western Cuba known for its agricultural activities and location within the province surrounding Havana.
  • B. Chʼol
    Chʼol is a Mayan language spoken primarily in the Mexican states of Chiapas and Tabasco by the Chʼol people, known for its rich verbal morphology and importance to contemporary Maya culture.
  • C. Maino
    Maino is an Italian surname most notably associated with Sonia Gandhi, the former president of the Indian National Congress.
  • D. Guarijío
    Guarijío is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • E. Chaguanas
    Chaguanas is a rapidly growing commercial and residential hub on the island of Trinidad, known for its bustling markets and diverse population.
  • 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: Mochoʼ
Triple: [Mayan languages, includesLanguage, Mochoʼ]
Generated description
Mochoʼ is an indigenous Mayan language spoken by a small community in Chiapas, Mexico, known for its highly endangered status and distinctive phonological and grammatical features within the Mayan family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mochoʼ
Target entity description: Mochoʼ is an indigenous Mayan language spoken by a small community in Chiapas, Mexico, known for its highly endangered status and distinctive phonological and grammatical features within the Mayan family.
  • A. Quivicán
    Quivicán is a municipality in western Cuba known for its agricultural activities and location within the province surrounding Havana.
  • B. Chʼol
    Chʼol is a Mayan language spoken primarily in the Mexican states of Chiapas and Tabasco by the Chʼol people, known for its rich verbal morphology and importance to contemporary Maya culture.
  • C. Maino
    Maino is an Italian surname most notably associated with Sonia Gandhi, the former president of the Indian National Congress.
  • D. Guarijío
    Guarijío is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • E. Chaguanas
    Chaguanas is a rapidly growing commercial and residential hub on the island of Trinidad, known for its bustling markets and diverse population.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26981d081909ca3b8d8cdf7cf2e completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd47917d88190a13d7705f09c0b58 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd5314ac08190abf0ed287689dc5f completed March 8, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69acd59842f08190976724ad981de3d8 completed March 8, 2026, 1:49 a.m.
Created at: March 1, 2026, 7:56 p.m.