Triple

T4377920
Position Surface form Disambiguated ID Type / Status
Subject Surco E99052 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Universidad Peruana de Ciencias Aplicadas (UPC, some campuses)
Universidad Peruana de Ciencias Aplicadas (UPC) is a major private Peruvian university known for its modern, career-focused programs and multiple urban campuses in Lima.
E435676 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: Universidad Peruana de Ciencias Aplicadas (UPC, some campuses) | Statement: [Surco, hasEducationalInstitution, Universidad Peruana de Ciencias Aplicadas (UPC, some campuses)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Universidad Peruana de Ciencias Aplicadas (UPC, some campuses)
Context triple: [Surco, hasEducationalInstitution, Universidad Peruana de Ciencias Aplicadas (UPC, some campuses)]
  • A. National System of Public Universities of Peru
    The National System of Public Universities of Peru is a coordinated network of state-funded higher education institutions in Peru that oversees and integrates the activities, standards, and policies of the country’s public universities.
  • B. Peruvian University Network
    The Peruvian University Network is a collaborative association of universities in Peru that promotes academic cooperation, research, and educational development among its member institutions.
  • C. Universidad de San Martín de Porres
    The Universidad de San Martín de Porres is a major private university in Lima, Peru, known for its programs in law, communications, and health sciences.
  • D. university (Peru)
    The university in Peru is a higher education institution where the pioneering Peruvian archaeologist Julio C. Tello pursued his studies.
  • E. Universidad de San Martín de Porres (campus in La Molina)
    The Universidad de San Martín de Porres campus in La Molina is a Peruvian private university site known for offering diverse professional programs and modern facilities in Lima’s La Molina district.
  • 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: Universidad Peruana de Ciencias Aplicadas (UPC, some campuses)
Triple: [Surco, hasEducationalInstitution, Universidad Peruana de Ciencias Aplicadas (UPC, some campuses)]
Generated description
Universidad Peruana de Ciencias Aplicadas (UPC) is a major private Peruvian university known for its modern, career-focused programs and multiple urban campuses in Lima.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Universidad Peruana de Ciencias Aplicadas (UPC, some campuses)
Target entity description: Universidad Peruana de Ciencias Aplicadas (UPC) is a major private Peruvian university known for its modern, career-focused programs and multiple urban campuses in Lima.
  • A. National System of Public Universities of Peru
    The National System of Public Universities of Peru is a coordinated network of state-funded higher education institutions in Peru that oversees and integrates the activities, standards, and policies of the country’s public universities.
  • B. Peruvian University Network
    The Peruvian University Network is a collaborative association of universities in Peru that promotes academic cooperation, research, and educational development among its member institutions.
  • C. Universidad de San Martín de Porres
    The Universidad de San Martín de Porres is a major private university in Lima, Peru, known for its programs in law, communications, and health sciences.
  • D. university (Peru)
    The university in Peru is a higher education institution where the pioneering Peruvian archaeologist Julio C. Tello pursued his studies.
  • E. Universidad de San Martín de Porres (campus in La Molina)
    The Universidad de San Martín de Porres campus in La Molina is a Peruvian private university site known for offering diverse professional programs and modern facilities in Lima’s La Molina district.
  • 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_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3523ed220819090cef1a7933489d9 completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e51907688190ad964d341eb84529 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5e5d675808190a5a9767f253f0178 completed March 14, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5e66837e081908ac5a0079485cd18 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:18 p.m.