Triple

T1350791
Position Surface form Disambiguated ID Type / Status
Subject Mayan languages E28875 entity
Predicate hasSubfamily P747 FINISHED
Object Tzeltalan branch
The Tzeltalan branch is a subgroup of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including languages such as Tzeltal and Tzotzil.
E153793 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: Tzeltalan branch | Statement: [Mayan languages, hasSubfamily, Tzeltalan branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tzeltalan branch
Context triple: [Mayan languages, hasSubfamily, Tzeltalan branch]
  • A. Guarijío
    Guarijío is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • B. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • C. Matlatzinca
    Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
  • D. Los Tuxtlas
    Los Tuxtlas is a biodiverse volcanic and rainforest region in southern Veracruz, Mexico, known for its lush ecosystems, indigenous communities, and coastal landscapes along the Gulf of Mexico.
  • E. Cobá
    Cobá is an ancient Maya city in Mexico’s Yucatán Peninsula, known for its extensive network of sacbeob (raised stone roads) and towering pyramid structures amid dense jungle.
  • 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: Tzeltalan branch
Triple: [Mayan languages, hasSubfamily, Tzeltalan branch]
Generated description
The Tzeltalan branch is a subgroup of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including languages such as Tzeltal and Tzotzil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tzeltalan branch
Target entity description: The Tzeltalan branch is a subgroup of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including languages such as Tzeltal and Tzotzil.
  • A. Guarijío
    Guarijío is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • B. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • C. Matlatzinca
    Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
  • D. Los Tuxtlas
    Los Tuxtlas is a biodiverse volcanic and rainforest region in southern Veracruz, Mexico, known for its lush ecosystems, indigenous communities, and coastal landscapes along the Gulf of Mexico.
  • E. Cobá
    Cobá is an ancient Maya city in Mexico’s Yucatán Peninsula, known for its extensive network of sacbeob (raised stone roads) and towering pyramid structures amid dense jungle.
  • 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_69acc63eef908190aef058396f63a5a4 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc6dd15a481908cf870c87d469bc9 completed March 8, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69acc8072bb08190b1b7fb19fc2c0efc completed March 8, 2026, 12:51 a.m.
Created at: March 1, 2026, 7:56 p.m.