Triple
T5614452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frédéric Borel |
E147441
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
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.
|
E540587
|
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 Paris-Belleville | Statement: [Frédéric Borel, educatedAt, École Nationale Supérieure d’Architecture de Paris-Belleville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: École Nationale Supérieure d’Architecture de Paris-Belleville Context triple: [Frédéric Borel, educatedAt, École Nationale Supérieure d’Architecture de Paris-Belleville]
-
A.
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.
-
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 Centrale des Arts et Manufactures
École Centrale des Arts et Manufactures is a prestigious French engineering grande école renowned for training leading industrial and civil engineers.
-
D.
École nationale supérieure d’arts et métiers
École nationale supérieure d’arts et métiers is a prestigious French grande école specializing in engineering and industrial technologies, known for training high-level engineers and technical leaders.
-
E.
Université Gustave Eiffel
Université Gustave Eiffel is a French public research university specializing in transportation, urban planning, and sustainable cities, formed from the merger of several institutions including engineering and research schools.
- 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 Paris-Belleville Triple: [Frédéric Borel, educatedAt, École Nationale Supérieure d’Architecture de Paris-Belleville]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: École Nationale Supérieure d’Architecture de Paris-Belleville Target entity description: 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.
-
A.
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.
-
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 Centrale des Arts et Manufactures
École Centrale des Arts et Manufactures is a prestigious French engineering grande école renowned for training leading industrial and civil engineers.
-
D.
École nationale supérieure d’arts et métiers
École nationale supérieure d’arts et métiers is a prestigious French grande école specializing in engineering and industrial technologies, known for training high-level engineers and technical leaders.
-
E.
Université Gustave Eiffel
Université Gustave Eiffel is a French public research university specializing in transportation, urban planning, and sustainable cities, formed from the merger of several institutions including engineering and research schools.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02123fa9081909086c9cce3f3e907 |
completed | March 22, 2026, 5:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a0ab9cc8190a01c5309e6cfc598 |
completed | March 22, 2026, 9:07 p.m. |
| NEDg | Description generation | batch_69c05bb6a334819094cff84f16f5285c |
completed | March 22, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05c7a03948190b38e2dfcb04fd93e |
completed | March 22, 2026, 9:17 p.m. |
Created at: March 22, 2026, 3:39 p.m.