Triple

T21500398
Position Surface form Disambiguated ID Type / Status
Subject Misumalpan languages E530459 entity
Predicate hasPart P35 FINISHED
Object Cacaopera–Matagalpa subgroup NE NERFINISHED

How this triple was built (3 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: Cacaopera–Matagalpa subgroup | Statement: [Misumalpan languages, hasPart, Cacaopera–Matagalpa subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cacaopera–Matagalpa subgroup
Context triple: [Misumalpan languages, hasPart, Cacaopera–Matagalpa subgroup]
  • A. Omagua–Cocama subgroup
    The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
  • B. Central Region of Nicaragua
    The Central Region of Nicaragua is an inland area of the country characterized by rolling hills, cattle ranching, and agricultural departments such as Chontales.
  • C. Totonac branch
    The Totonac branch is a subgroup of the Totonacan language family comprising closely related indigenous languages spoken primarily in the eastern Sierra Madre and Gulf Coast regions of Mexico.
  • D. Lenca people
    The Lenca people are an indigenous group of Central America, primarily in Honduras and El Salvador, known for their pre-Columbian cultural heritage, traditional agriculture, and distinctive crafts and rituals.
  • E. Guarayu subgroup
    The Guarayu subgroup is an indigenous people of the Tupi–Guaraní linguistic and cultural family, traditionally inhabiting regions of lowland Bolivia.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cacaopera–Matagalpa subgroup
Target entity description: The Cacaopera–Matagalpa subgroup is a branch of the Misumalpan language family that comprised several now-extinct indigenous languages once spoken in parts of Nicaragua and El Salvador.
  • A. Omagua–Cocama subgroup
    The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
  • B. Central Region of Nicaragua
    The Central Region of Nicaragua is an inland area of the country characterized by rolling hills, cattle ranching, and agricultural departments such as Chontales.
  • C. Totonac branch
    The Totonac branch is a subgroup of the Totonacan language family comprising closely related indigenous languages spoken primarily in the eastern Sierra Madre and Gulf Coast regions of Mexico.
  • D. Lenca people
    The Lenca people are an indigenous group of Central America, primarily in Honduras and El Salvador, known for their pre-Columbian cultural heritage, traditional agriculture, and distinctive crafts and rituals.
  • E. Guarayu subgroup
    The Guarayu subgroup is an indigenous people of the Tupi–Guaraní linguistic and cultural family, traditionally inhabiting regions of lowland Bolivia.
  • F. None of above. chosen

Provenance (2 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea5ae154819090299773b373b921 completed April 23, 2026, 9:46 a.m.
Created at: April 16, 2026, 6:24 p.m.