Triple

T6561843
Position Surface form Disambiguated ID Type / Status
Subject Academia de Lenguas Mayas de Guatemala E153800 entity
Predicate promotes P1258 FINISHED
Object Chuj language
The Chuj language is a Mayan language spoken primarily in the highlands of Guatemala and parts of southern Mexico, known for its complex verb morphology and importance to Chuj Maya cultural identity.
E606580 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: Chuj language | Statement: [Academia de Lenguas Mayas de Guatemala, promotes, Chuj language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chuj language
Context triple: [Academia de Lenguas Mayas de Guatemala, promotes, Chuj language]
  • A. Chemehuevi language
    Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
  • B. Piapoco language
    The Piapoco language is an indigenous Arawakan language spoken by the Piapoco people of Colombia and Venezuela.
  • C. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • D. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • E. Yukpa language
    The Yukpa language is an indigenous Cariban language spoken by the Yukpa people in the border regions of northeastern Colombia and western Venezuela.
  • 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: Chuj language
Triple: [Academia de Lenguas Mayas de Guatemala, promotes, Chuj language]
Generated description
The Chuj language is a Mayan language spoken primarily in the highlands of Guatemala and parts of southern Mexico, known for its complex verb morphology and importance to Chuj Maya cultural identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chuj language
Target entity description: The Chuj language is a Mayan language spoken primarily in the highlands of Guatemala and parts of southern Mexico, known for its complex verb morphology and importance to Chuj Maya cultural identity.
  • A. Chemehuevi language
    Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
  • B. Piapoco language
    The Piapoco language is an indigenous Arawakan language spoken by the Piapoco people of Colombia and Venezuela.
  • C. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • D. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • E. Yukpa language
    The Yukpa language is an indigenous Cariban language spoken by the Yukpa people in the border regions of northeastern Colombia and western Venezuela.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae38e94081908f964d130f9147d8 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e42523848190b02682e6a640ac05 completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e50db2cc8190932c4d44257acb83 completed March 27, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69c6e5eacefc819092d0e9f79d90c4a6 completed March 27, 2026, 8:17 p.m.
Created at: March 27, 2026, 1:52 p.m.