Triple

T4288175

Position	Surface form	Disambiguated ID	Type / Status
Subject	National System of Public Universities of Peru	`E97321`	entity
Predicate	hasMember	`P10`	FINISHED
Object	National University of Engineering (Peru) The National University of Engineering (Peru) is a leading public technological and engineering university in Lima, renowned for its rigorous academic programs and significant contributions to Peru’s scientific and industrial development.	`E428108`	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: National University of Engineering (Peru) | Statement: [National System of Public Universities of Peru, hasMember, National University of Engineering (Peru)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: National University of Engineering (Peru)
Context triple: [National System of Public Universities of Peru, hasMember, National University of Engineering (Peru)]

A. National University of Callao
The National University of Callao is a public higher education institution in Peru known for its engineering, science, and technology programs serving the Callao region.
B. Universidad Nacional Agraria La Molina
Universidad Nacional Agraria La Molina is a leading Peruvian public university specializing in agricultural, environmental, and natural resource sciences.
C. 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.
D. 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.
E. National University of San Marcos
The National University of San Marcos is a historic public research university in Peru, widely regarded as the oldest university in the Americas and a leading center of higher education in the country.
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: National University of Engineering (Peru)
Triple: [National System of Public Universities of Peru, hasMember, National University of Engineering (Peru)]

Generated description

The National University of Engineering (Peru) is a leading public technological and engineering university in Lima, renowned for its rigorous academic programs and significant contributions to Peru’s scientific and industrial development.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: National University of Engineering (Peru)
Target entity description: The National University of Engineering (Peru) is a leading public technological and engineering university in Lima, renowned for its rigorous academic programs and significant contributions to Peru’s scientific and industrial development.

A. National University of Callao
The National University of Callao is a public higher education institution in Peru known for its engineering, science, and technology programs serving the Callao region.
B. Universidad Nacional Agraria La Molina
Universidad Nacional Agraria La Molina is a leading Peruvian public university specializing in agricultural, environmental, and natural resource sciences.
C. 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.
D. 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.
E. National University of San Marcos
The National University of San Marcos is a historic public research university in Peru, widely regarded as the oldest university in the Americas and a leading center of higher education in the country.
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_69b3454595848190a0e6bbb6a2bea040`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3505ef9fc81909c73e64bf77052ce`	completed	March 12, 2026, 11:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5c72bec388190b03048507e2e6858`	completed	March 14, 2026, 8:38 p.m.
NEDg	Description generation	`batch_69b5c7ab41fc81909813233bd729e989`	completed	March 14, 2026, 8:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5c81d6e188190a1f0f21a990943d0`	completed	March 14, 2026, 8:42 p.m.

Created at: March 12, 2026, 11:08 p.m.