Triple

T9118570

Position	Surface form	Disambiguated ID	Type / Status
Subject	Juan O’Gorman	`E218784`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	National School of Architecture, UNAM The National School of Architecture at UNAM is a leading Mexican institution for architectural education and research, renowned for shaping many of the country’s most influential architects.	`E779514`	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 School of Architecture, UNAM | Statement: [Juan O’Gorman, educatedAt, National School of Architecture, UNAM]

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

Target entity: National School of Architecture, UNAM
Context triple: [Juan O’Gorman, educatedAt, National School of Architecture, UNAM]

A. Campus Ciudad de México
Campus Ciudad de México is the Mexico City campus of Tecnológico de Monterrey, a major private university known for its strong programs in engineering, business, and innovation.
B. Centro Universitario de Arte, Arquitectura y Diseño
Centro Universitario de Arte, Arquitectura y Diseño is a specialized campus of the University of Guadalajara focused on higher education and research in the fields of art, architecture, and design.
C. Faculty of Engineering (UNAM)
The Faculty of Engineering at the National Autonomous University of Mexico (UNAM) is one of Latin America’s leading engineering schools, offering a wide range of undergraduate and graduate programs and conducting significant research in multiple engineering disciplines.
D. Politécnico–Pantitlán
Politécnico–Pantitlán is the full length of Mexico City Metro Line 5, running from the northern terminal at Politécnico to the eastern terminal at Pantitlán.
E. Chapingo Autonomous University
Chapingo Autonomous University is a prominent Mexican public university specializing in agricultural and environmental sciences, located in Texcoco, State of Mexico.
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 School of Architecture, UNAM
Triple: [Juan O’Gorman, educatedAt, National School of Architecture, UNAM]

Generated description

The National School of Architecture at UNAM is a leading Mexican institution for architectural education and research, renowned for shaping many of the country’s most influential architects.

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

Target entity: National School of Architecture, UNAM
Target entity description: The National School of Architecture at UNAM is a leading Mexican institution for architectural education and research, renowned for shaping many of the country’s most influential architects.

A. Campus Ciudad de México
Campus Ciudad de México is the Mexico City campus of Tecnológico de Monterrey, a major private university known for its strong programs in engineering, business, and innovation.
B. Centro Universitario de Arte, Arquitectura y Diseño
Centro Universitario de Arte, Arquitectura y Diseño is a specialized campus of the University of Guadalajara focused on higher education and research in the fields of art, architecture, and design.
C. Faculty of Engineering (UNAM)
The Faculty of Engineering at the National Autonomous University of Mexico (UNAM) is one of Latin America’s leading engineering schools, offering a wide range of undergraduate and graduate programs and conducting significant research in multiple engineering disciplines.
D. Politécnico–Pantitlán
Politécnico–Pantitlán is the full length of Mexico City Metro Line 5, running from the northern terminal at Politécnico to the eastern terminal at Pantitlán.
E. Chapingo Autonomous University
Chapingo Autonomous University is a prominent Mexican public university specializing in agricultural and environmental sciences, located in Texcoco, State of Mexico.
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_69ca83dddd548190983b96c664f7f367`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69cca8a7c6d48190a015efd17a017ca1`	completed	April 1, 2026, 5:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0307c9f608190aad73bcf82ae334e`	completed	April 3, 2026, 9:26 p.m.
NEDg	Description generation	`batch_69d0318ef52c8190bfa0bef6a8d41daa`	completed	April 3, 2026, 9:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69d03571c4648190bd546152c61c55a5`	completed	April 3, 2026, 9:47 p.m.

Created at: March 30, 2026, 7:17 p.m.