Triple

T6469529
Position Surface form Disambiguated ID Type / Status
Subject Tupi–Guaraní E142312 entity
Predicate hasLanguage P15 FINISHED
Object Guarayu
Guarayu is an indigenous language of the Tupi–Guaraní family spoken primarily by the Guarayu people in eastern Bolivia.
 E597722 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: Guarayu | Statement: [Tupi–Guaraní, hasLanguage, Guarayu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guarayu
Context triple: [Tupi–Guaraní, hasLanguage, Guarayu]
  • A. Riobamba
    Riobamba is a city in the central highlands of Ecuador, known as a gateway to the Andes and nearby Chimborazo volcano.
  • B. Machalí
    Machalí is a Chilean city in the O'Higgins Region known for its proximity to the El Teniente copper mine and the Andean foothills.
  • C. Huacaypata
    Huacaypata was the main ceremonial and administrative square of the Inca capital Cusco, serving as a central stage for religious rituals, military parades, and imperial celebrations.
  • D. Tumebamba
    Tumebamba was a prominent Inca imperial city in the northern highlands, serving as a key administrative and ceremonial center in what is now southern Ecuador.
  • E. Guará
    Guará is an administrative region and residential suburb within Brazil’s Federal District, located near Brasília.
  • 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: Guarayu
Triple: [Tupi–Guaraní, hasLanguage, Guarayu]
Generated description
Guarayu is an indigenous language of the Tupi–Guaraní family spoken primarily by the Guarayu people in eastern Bolivia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guarayu
Target entity description: Guarayu is an indigenous language of the Tupi–Guaraní family spoken primarily by the Guarayu people in eastern Bolivia.
  • A. Riobamba
    Riobamba is a city in the central highlands of Ecuador, known as a gateway to the Andes and nearby Chimborazo volcano.
  • B. Machalí
    Machalí is a Chilean city in the O'Higgins Region known for its proximity to the El Teniente copper mine and the Andean foothills.
  • C. Huacaypata
    Huacaypata was the main ceremonial and administrative square of the Inca capital Cusco, serving as a central stage for religious rituals, military parades, and imperial celebrations.
  • D. Tumebamba
    Tumebamba was a prominent Inca imperial city in the northern highlands, serving as a key administrative and ceremonial center in what is now southern Ecuador.
  • E. Guará
    Guará is an administrative region and residential suburb within Brazil’s Federal District, located near Brasília.
  • 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_69c008d3bf4c8190bcf798c5ba9d6fb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06a16272c81909313455002cd884d completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65fd1db288190b00ba6d7f3aae925 completed March 27, 2026, 10:45 a.m.
NEDg Description generation batch_69c660ff35bc8190ba11573cd409b46a completed March 27, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69c6615b639c8190af0073368e55ab8d completed March 27, 2026, 10:52 a.m.
Created at: March 22, 2026, 4:50 p.m.