Triple

T16025014
Position Surface form Disambiguated ID Type / Status
Subject Totonicapán E388694 entity
Predicate hasNameInLanguage P15 FINISHED
Object Totonicapán (Spanish)
Totonicapán is a department in the western highlands of Guatemala, known for its indigenous Kʼicheʼ Maya population, traditional crafts, and rich cultural heritage.
 E1189952 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: Totonicapán (Spanish) | Statement: [Totonicapán, hasNameInLanguage, Totonicapán (Spanish)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Totonicapán (Spanish)
Context triple: [Totonicapán, hasNameInLanguage, Totonicapán (Spanish)]
  • A. Zapotitlán Totonac
    Zapotitlán Totonac is a regional variety of the Totonac language spoken by indigenous Totonac communities in and around Zapotitlán, Mexico.
  • B. Santo Domingo Tonalá Mixtec
    Santo Domingo Tonalá Mixtec is a regional variety of the Mixtec language spoken by indigenous communities in and around Santo Domingo Tonalá in Oaxaca, Mexico.
  • C. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • D. Teutila Cuicatec
    Teutila Cuicatec is a variant of the Cuicatec language spoken by the indigenous Cuicatec people in and around the Teutila region of Oaxaca, Mexico.
  • E. Xicotepec Totonac
    Xicotepec Totonac is a regional variety of the Totonac language spoken by Totonac communities in and around Xicotepec, Mexico.
  • 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: Totonicapán (Spanish)
Triple: [Totonicapán, hasNameInLanguage, Totonicapán (Spanish)]
Generated description
Totonicapán is a department in the western highlands of Guatemala, known for its indigenous Kʼicheʼ Maya population, traditional crafts, and rich cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Totonicapán (Spanish)
Target entity description: Totonicapán is a department in the western highlands of Guatemala, known for its indigenous Kʼicheʼ Maya population, traditional crafts, and rich cultural heritage.
  • A. Zapotitlán Totonac
    Zapotitlán Totonac is a regional variety of the Totonac language spoken by indigenous Totonac communities in and around Zapotitlán, Mexico.
  • B. Santo Domingo Tonalá Mixtec
    Santo Domingo Tonalá Mixtec is a regional variety of the Mixtec language spoken by indigenous communities in and around Santo Domingo Tonalá in Oaxaca, Mexico.
  • C. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • D. Teutila Cuicatec
    Teutila Cuicatec is a variant of the Cuicatec language spoken by the indigenous Cuicatec people in and around the Teutila region of Oaxaca, Mexico.
  • E. Xicotepec Totonac
    Xicotepec Totonac is a regional variety of the Totonac language spoken by Totonac communities in and around Xicotepec, Mexico.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183258c708190acf1588c7ccb254c completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf31c8d8819096c562ba1453f3c0 completed May 10, 2026, 12:20 a.m.
NEDg Description generation batch_69ffd0adc58881908488e3237159ffab completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1376e5081908920ecd3a4744662 completed May 10, 2026, 12:28 a.m.
Created at: April 10, 2026, 4:55 a.m.