Triple
T760911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toulouse |
E16066
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | University of Toulouse |
E92718
|
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: University of Toulouse | Statement: [Toulouse, hasUniversity, University of Toulouse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Toulouse Context triple: [Toulouse, hasUniversity, University of Toulouse]
-
A.
University of Toulouse
chosen
The University of Toulouse is a historic French higher education and research institution located in the city of Toulouse, known for its strong programs in science, engineering, and the humanities.
-
B.
University of Montpellier
The University of Montpellier is one of the oldest universities in the world, a major French public research institution renowned for its strengths in medicine, science, and law.
-
C.
University of Orléans
The University of Orléans is a historic French university, renowned as a major Renaissance center for legal and humanist studies that attracted many prominent scholars and reformers.
-
D.
University of Aix-Marseille
The University of Aix-Marseille is a major French public research university in the Provence region, known for its long academic tradition and broad range of disciplines.
-
E.
University of Nîmes
The University of Nîmes is a French public higher education institution located in the city of Nîmes, offering multidisciplinary programs in areas such as law, arts, sciences, and social sciences.
- 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_69a493684ee48190bd43b7c78da4aec8 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a682e7d081909c9cd7839a49fb0b |
completed | March 1, 2026, 8:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a826c85e008190a7bba05607312192 |
completed | March 4, 2026, 12:34 p.m. |
Created at: March 1, 2026, 7:37 p.m.