Triple

T5949683
Position Surface form Disambiguated ID Type / Status
Subject San Marcos Department E132365 entity
Predicate languageUsed P238 FINISHED
Object Sipakapense language
The Sipakapense language is a Mayan language spoken by the Sipakapense people in the western highlands of Guatemala.
 E560247 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: Sipakapense language | Statement: [San Marcos Department, languageUsed, Sipakapense language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sipakapense language
Context triple: [San Marcos Department, languageUsed, Sipakapense language]
  • A. Piapoco language
    The Piapoco language is an indigenous Arawakan language spoken by the Piapoco people of Colombia and Venezuela.
  • B. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • C. Guarijío language
    The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • D. Uru-Chipaya language
    The Uru-Chipaya language is a small, indigenous language isolate of the Andean region of Bolivia, spoken by the Uru and Chipaya peoples and noted for its distinctiveness from surrounding language families.
  • E. Asháninka language
    The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
  • 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: Sipakapense language
Triple: [San Marcos Department, languageUsed, Sipakapense language]
Generated description
The Sipakapense language is a Mayan language spoken by the Sipakapense people in the western highlands of Guatemala.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sipakapense language
Target entity description: The Sipakapense language is a Mayan language spoken by the Sipakapense people in the western highlands of Guatemala.
  • A. Piapoco language
    The Piapoco language is an indigenous Arawakan language spoken by the Piapoco people of Colombia and Venezuela.
  • B. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • C. Guarijío language
    The Guarijío language is an indigenous Uto-Aztecan language spoken by the Guarijío people of northern Mexico, particularly in the states of Chihuahua and Sonora.
  • D. Uru-Chipaya language
    The Uru-Chipaya language is a small, indigenous language isolate of the Andean region of Bolivia, spoken by the Uru and Chipaya peoples and noted for its distinctiveness from surrounding language families.
  • E. Asháninka language
    The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
  • 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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0397fd19081908ab31b190deb8247 completed March 22, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3cb29f8819095d44ae3ad193fb2 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0fab383f88190b18c55bf3704f3a4 completed March 23, 2026, 8:32 a.m.
NED2 Entity disambiguation (via description) batch_69c0fdefa0d8819087adf1d41d9d9fe2 completed March 23, 2026, 8:46 a.m.
Created at: March 22, 2026, 4:02 p.m.