Triple

T733617
Position Surface form Disambiguated ID Type / Status
Subject Valparaíso E14881 entity
Predicate hasUniversity P113 FINISHED
Object Federico Santa María Technical University
Federico Santa María Technical University is a prestigious Chilean engineering and technology-focused university renowned for its rigorous academic programs and research, with its main campus located in Valparaíso.
 E92773 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: Federico Santa María Technical University | Statement: [Valparaíso, hasUniversity, Federico Santa María Technical University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Federico Santa María Technical University
Context triple: [Valparaíso, hasUniversity, Federico Santa María Technical University]
  • A. Tecnológico de Monterrey
    Tecnológico de Monterrey is a prestigious private university in Mexico known for its strong engineering, business, and technology programs and extensive national and international presence.
  • B. University of Chile
    The University of Chile is a leading public research university in Santiago and one of the oldest and most prestigious higher education institutions in Chile and Latin America.
  • C. University of Guadalajara
    The University of Guadalajara is a major public research university in Jalisco, Mexico, recognized as one of the country’s most important higher education institutions.
  • D. Instituto Tecnológico de Tijuana
    Instituto Tecnológico de Tijuana is a public higher education institution in Mexico specializing in engineering, technology, and applied sciences, serving as a key academic and research center in the city of Tijuana.
  • E. Escuela Superior Politécnica del Litoral
    Escuela Superior Politécnica del Litoral is a leading public technological and engineering university in Ecuador, recognized for its strong research output and innovation-focused academic programs.
  • 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: Federico Santa María Technical University
Triple: [Valparaíso, hasUniversity, Federico Santa María Technical University]
Generated description
Federico Santa María Technical University is a prestigious Chilean engineering and technology-focused university renowned for its rigorous academic programs and research, with its main campus located in Valparaíso.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Federico Santa María Technical University
Target entity description: Federico Santa María Technical University is a prestigious Chilean engineering and technology-focused university renowned for its rigorous academic programs and research, with its main campus located in Valparaíso.
  • A. Tecnológico de Monterrey
    Tecnológico de Monterrey is a prestigious private university in Mexico known for its strong engineering, business, and technology programs and extensive national and international presence.
  • B. University of Chile
    The University of Chile is a leading public research university in Santiago and one of the oldest and most prestigious higher education institutions in Chile and Latin America.
  • C. University of Guadalajara
    The University of Guadalajara is a major public research university in Jalisco, Mexico, recognized as one of the country’s most important higher education institutions.
  • D. Instituto Tecnológico de Tijuana
    Instituto Tecnológico de Tijuana is a public higher education institution in Mexico specializing in engineering, technology, and applied sciences, serving as a key academic and research center in the city of Tijuana.
  • E. Escuela Superior Politécnica del Litoral
    Escuela Superior Politécnica del Litoral is a leading public technological and engineering university in Ecuador, recognized for its strong research output and innovation-focused academic programs.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d6cc58819082018cdfa14b37df completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a673329a0c8190b725b9863ba4c162 completed March 3, 2026, 5:35 a.m.
NEDg Description generation batch_69a673afbd308190863aea2ff0f650cb completed March 3, 2026, 5:37 a.m.
NED2 Entity disambiguation (via description) batch_69a6743f50d0819089885836b9668466 completed March 3, 2026, 5:40 a.m.
Created at: March 1, 2026, 7:37 p.m.