Triple
T3081222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jean Tirole |
E64259
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Toulouse School of Economics |
E324669
|
NE FINISHED |
How this triple was built (2 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: Toulouse School of Economics | Statement: [Jean Tirole, employer, Toulouse School of Economics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toulouse School of Economics Context triple: [Jean Tirole, employer, Toulouse School of Economics]
-
A.
Université Paris IX Dauphine
Université Paris IX Dauphine is a prestigious French university in Paris renowned for its programs in economics, management, mathematics, and social sciences.
-
B.
École d’économie de Toulouse Foundation
chosen
The École d’économie de Toulouse Foundation is a French research and higher-education institution in economics, renowned for its work in industrial organization, regulation, and market design, and associated with leading economist Jean Tirole.
-
C.
Sciences Po
Sciences Po is a prestigious French university renowned for its programs in political science, international relations, and social sciences.
-
D.
École des hautes études en sciences sociales
École des hautes études en sciences sociales is a prestigious French graduate institution in Paris renowned for advanced research and teaching in the social sciences and humanities.
-
E.
Toulouse Graduate School
Toulouse Graduate School is the graduate education division of the University of North Texas, overseeing its master's and doctoral programs and supporting advanced scholarly research.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad857bb4c88190a4cf27893fcabed8 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada1aaf6d48190af4f9106965589b0 |
completed | March 8, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed8f0f4088190ba66d5e3c6642c9a |
completed | March 21, 2026, 5:44 p.m. |
Created at: March 8, 2026, 3:03 p.m.