Triple

T9975560

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Lyon	`E196317`	entity
Predicate	hasMember	`P10`	FINISHED
Object	École Nationale Supérieure d'Architecture de Saint-Étienne École Nationale Supérieure d'Architecture de Saint-Étienne is a French national higher education institution specializing in architecture and urban design, located in Saint-Étienne.	`E839126`	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: École Nationale Supérieure d'Architecture de Saint-Étienne | Statement: [University of Lyon, hasMember, École Nationale Supérieure d'Architecture de Saint-Étienne]

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

Target entity: École Nationale Supérieure d'Architecture de Saint-Étienne
Context triple: [University of Lyon, hasMember, École Nationale Supérieure d'Architecture de Saint-Étienne]

A. École Nationale Supérieure d'Architecture de Lyon
École Nationale Supérieure d'Architecture de Lyon is a leading French public school of architecture based in Lyon, offering professional architectural education and research within the University of Lyon network.
B. École Nationale Supérieure d’Architecture de Nantes
École Nationale Supérieure d’Architecture de Nantes is a prominent French national architecture school known for its contemporary riverside campus and innovative architectural education and research.
C. École Nationale Supérieure d’Architecture de Paris-Belleville
The École Nationale Supérieure d’Architecture de Paris-Belleville is a prestigious French architecture school in Paris known for its rigorous design education and influential role in contemporary architectural practice.
D. École Spéciale d’Architecture
École Spéciale d’Architecture is a renowned independent architecture school in Paris known for its innovative and avant-garde approach to architectural education and practice.
E. École d’architecture de la ville et des territoires Paris-Est
École d’architecture de la ville et des territoires Paris-Est was a French architecture school near Paris known for its focus on urban planning, territorial development, and innovative architectural education.
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: École Nationale Supérieure d'Architecture de Saint-Étienne
Triple: [University of Lyon, hasMember, École Nationale Supérieure d'Architecture de Saint-Étienne]

Generated description

École Nationale Supérieure d'Architecture de Saint-Étienne is a French national higher education institution specializing in architecture and urban design, located in Saint-Étienne.

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

Target entity: École Nationale Supérieure d'Architecture de Saint-Étienne
Target entity description: École Nationale Supérieure d'Architecture de Saint-Étienne is a French national higher education institution specializing in architecture and urban design, located in Saint-Étienne.

A. École Nationale Supérieure d'Architecture de Lyon
École Nationale Supérieure d'Architecture de Lyon is a leading French public school of architecture based in Lyon, offering professional architectural education and research within the University of Lyon network.
B. École Nationale Supérieure d’Architecture de Nantes
École Nationale Supérieure d’Architecture de Nantes is a prominent French national architecture school known for its contemporary riverside campus and innovative architectural education and research.
C. École Nationale Supérieure d’Architecture de Paris-Belleville
The École Nationale Supérieure d’Architecture de Paris-Belleville is a prestigious French architecture school in Paris known for its rigorous design education and influential role in contemporary architectural practice.
D. École Spéciale d’Architecture
École Spéciale d’Architecture is a renowned independent architecture school in Paris known for its innovative and avant-garde approach to architectural education and practice.
E. École d’architecture de la ville et des territoires Paris-Est
École d’architecture de la ville et des territoires Paris-Est was a French architecture school near Paris known for its focus on urban planning, territorial development, and innovative architectural education.
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_69ca82eea2b88190a0e511d21a31f386`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cdb84b47308190aa2f94fa7320cdc3`	completed	April 2, 2026, 12:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d299e3d5fc8190a953be3ebd8250e6`	completed	April 5, 2026, 5:20 p.m.
NEDg	Description generation	`batch_69d29b985e308190a6ec3966e02f429c`	completed	April 5, 2026, 5:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69d29c5f64c881909aa3d093422fe475`	completed	April 5, 2026, 5:31 p.m.

Created at: March 30, 2026, 8:48 p.m.