Triple
T2254498
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limoges |
E49689
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Limoges
The University of Limoges is a French public university located in the city of Limoges, known for its multidisciplinary programs and research in fields such as science, technology, law, and humanities.
|
E394232
|
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: University of Limoges | Statement: [Limoges, hasUniversity, University of Limoges]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Limoges Context triple: [Limoges, hasUniversity, University of Limoges]
-
A.
University of Bourges
The University of Bourges was a prominent Renaissance-era French university renowned for its law faculty, which attracted many notable European jurists and statesmen.
-
B.
University of Toulouse
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.
-
C.
University of Nantes
The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
-
D.
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.
-
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. 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: University of Limoges Triple: [Limoges, hasUniversity, University of Limoges]
Generated description
The University of Limoges is a French public university located in the city of Limoges, known for its multidisciplinary programs and research in fields such as science, technology, law, and humanities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Limoges Target entity description: The University of Limoges is a French public university located in the city of Limoges, known for its multidisciplinary programs and research in fields such as science, technology, law, and humanities.
-
A.
University of Bourges
The University of Bourges was a prominent Renaissance-era French university renowned for its law faculty, which attracted many notable European jurists and statesmen.
-
B.
University of Toulouse
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.
-
C.
University of Nantes
The University of Nantes is a major French public university located in the city of Nantes, offering a wide range of academic programs and research activities across multiple disciplines.
-
D.
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.
-
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. 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc121af78819085b2e601d2f9bcdf |
completed | March 7, 2026, 6:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b511ebd11c8190ba5a6917d3731de9 |
completed | March 14, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69b5126d8cf88190ac7cd7fdca54eddc |
completed | March 14, 2026, 7:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513289494819090a2d527780c2cc6 |
completed | March 14, 2026, 7:50 a.m. |
Created at: March 4, 2026, 7:47 p.m.