Triple

T4288193

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 Frontera The National University of Frontera is a Peruvian public higher education institution that forms part of the country’s national system of public universities.	`E513066`	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 Frontera | Statement: [National System of Public Universities of Peru, hasMember, National University of Frontera]

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

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

A. National University of Patagonia San Juan Bosco
The National University of Patagonia San Juan Bosco is a public Argentine university serving the Patagonian region with multiple campuses and a focus on regional development, research, and higher education.
B. University of Atacama
The University of Atacama is a public Chilean university located in the city of Copiapó, known for its programs and research related to mining, engineering, and the Atacama Desert region.
C. University of Tarapacá
The University of Tarapacá is a public Chilean university known for serving the northern region of the country with programs in science, engineering, social sciences, and humanities.
D. University of Concepción
The University of Concepción is one of Chile’s oldest and most prestigious public universities, recognized for its strong research output and its central role in the academic and cultural life of southern Chile.
E. University of Magallanes
The University of Magallanes is a public Chilean university based in the southern city of Punta Arenas, known for its focus on Patagonian, Antarctic, and environmental studies.
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 Frontera
Triple: [National System of Public Universities of Peru, hasMember, National University of Frontera]

Generated description

The National University of Frontera is a Peruvian public higher education institution that forms part of the country’s national system of public universities.

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

Target entity: National University of Frontera
Target entity description: The National University of Frontera is a Peruvian public higher education institution that forms part of the country’s national system of public universities.

A. National University of Patagonia San Juan Bosco
The National University of Patagonia San Juan Bosco is a public Argentine university serving the Patagonian region with multiple campuses and a focus on regional development, research, and higher education.
B. University of Atacama
The University of Atacama is a public Chilean university located in the city of Copiapó, known for its programs and research related to mining, engineering, and the Atacama Desert region.
C. University of Tarapacá
The University of Tarapacá is a public Chilean university known for serving the northern region of the country with programs in science, engineering, social sciences, and humanities.
D. University of Concepción
The University of Concepción is one of Chile’s oldest and most prestigious public universities, recognized for its strong research output and its central role in the academic and cultural life of southern Chile.
E. University of Magallanes
The University of Magallanes is a public Chilean university based in the southern city of Punta Arenas, known for its focus on Patagonian, Antarctic, and environmental studies.
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_69b35060b70081908479c95b2afe8ec5`	completed	March 12, 2026, 11:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf2196e8e88190b8da71ecfb07dfc8`	completed	March 21, 2026, 10:54 p.m.
NEDg	Description generation	`batch_69bf2236219c8190bd5c439ea13ea83a`	completed	March 21, 2026, 10:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf229a0ad88190b7edc02a98f5fe31`	completed	March 21, 2026, 10:58 p.m.

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