Triple

T396257
Position Surface form Disambiguated ID Type / Status
Subject Guayaquil E8988 entity
Predicate hasUniversity P113 FINISHED
Object Universidad de Guayaquil
Universidad de Guayaquil is a major public higher education institution in Guayaquil, Ecuador, known for its wide range of academic programs and significant regional influence.
 E50457 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 de Guayaquil | Statement: [Guayaquil, hasUniversity, Universidad de Guayaquil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universidad de Guayaquil
Context triple: [Guayaquil, hasUniversity, Universidad de Guayaquil]
  • A. Central University of Ecuador
    The Central University of Ecuador is one of the country’s oldest and most prestigious public universities, renowned for its broad range of academic programs and significant role in Ecuadorian higher education and research.
  • B. Pontifical Catholic University of Ecuador
    The Pontifical Catholic University of Ecuador is a major private Catholic higher education institution in Ecuador known for its comprehensive academic programs and strong emphasis on research and social responsibility.
  • C. University of the Andes (Bogotá)
    The University of the Andes (Bogotá) is a prestigious private research university in Colombia known for its rigorous academic programs and significant influence on the country’s intellectual and political life.
  • D. Pontifical Catholic University of Peru
    The Pontifical Catholic University of Peru is a leading private research university and one of the most prestigious higher education institutions in Peru and Latin America.
  • E. 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.
  • 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 de Guayaquil
Triple: [Guayaquil, hasUniversity, Universidad de Guayaquil]
Generated description
Universidad de Guayaquil is a major public higher education institution in Guayaquil, Ecuador, known for its wide range of academic programs and significant regional influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Universidad de Guayaquil
Target entity description: Universidad de Guayaquil is a major public higher education institution in Guayaquil, Ecuador, known for its wide range of academic programs and significant regional influence.
  • A. Central University of Ecuador
    The Central University of Ecuador is one of the country’s oldest and most prestigious public universities, renowned for its broad range of academic programs and significant role in Ecuadorian higher education and research.
  • B. Pontifical Catholic University of Ecuador
    The Pontifical Catholic University of Ecuador is a major private Catholic higher education institution in Ecuador known for its comprehensive academic programs and strong emphasis on research and social responsibility.
  • C. University of the Andes (Bogotá)
    The University of the Andes (Bogotá) is a prestigious private research university in Colombia known for its rigorous academic programs and significant influence on the country’s intellectual and political life.
  • D. Pontifical Catholic University of Peru
    The Pontifical Catholic University of Peru is a leading private research university and one of the most prestigious higher education institutions in Peru and Latin America.
  • E. 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.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec8a941081909a152fda0ce24a98 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a40ad7ebec8190a0a4ee16b20cea57 completed March 1, 2026, 9:46 a.m.
NEDg Description generation batch_69a40cc295e88190b4adb738b0ba8161 completed March 1, 2026, 9:54 a.m.
NED2 Entity disambiguation (via description) batch_69a40d4137c48190a00522b114096bd5 completed March 1, 2026, 9:56 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.