Triple
T9307709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Italian libraries of national interest |
E223927
|
entity |
| Predicate | hasStakeholder |
P1553
|
FINISHED |
| Object |
Italian universities
Italian universities are higher education and research institutions in Italy that play a central role in the country’s academic, scientific, and cultural development.
|
E790441
|
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: Italian universities | Statement: [Italian libraries of national interest, hasStakeholder, Italian universities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Italian universities Context triple: [Italian libraries of national interest, hasStakeholder, Italian universities]
-
A.
European universities
European universities are higher education institutions located across the countries of Europe, offering undergraduate and postgraduate degrees within diverse national and international academic frameworks.
-
B.
University of Parma
The University of Parma is one of Italy’s oldest universities, a historic higher education institution located in the city of Parma in the Emilia-Romagna region.
-
C.
University of Milan
The University of Milan is a major Italian public research university in Milan, renowned for its strong academic programs and scientific output.
-
D.
University of Macerata
The University of Macerata is a historic Italian public university located in the city of Macerata, renowned especially for its humanities and social sciences programs.
-
E.
University of Modena and Reggio Emilia
The University of Modena and Reggio Emilia is a public Italian university, with historical roots dating back to the 12th century, known for its strong programs in engineering, medicine, and humanities across its campuses in Modena and Reggio Emilia.
- 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: Italian universities Triple: [Italian libraries of national interest, hasStakeholder, Italian universities]
Generated description
Italian universities are higher education and research institutions in Italy that play a central role in the country’s academic, scientific, and cultural development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Italian universities Target entity description: Italian universities are higher education and research institutions in Italy that play a central role in the country’s academic, scientific, and cultural development.
-
A.
European universities
European universities are higher education institutions located across the countries of Europe, offering undergraduate and postgraduate degrees within diverse national and international academic frameworks.
-
B.
University of Parma
The University of Parma is one of Italy’s oldest universities, a historic higher education institution located in the city of Parma in the Emilia-Romagna region.
-
C.
University of Milan
The University of Milan is a major Italian public research university in Milan, renowned for its strong academic programs and scientific output.
-
D.
University of Macerata
The University of Macerata is a historic Italian public university located in the city of Macerata, renowned especially for its humanities and social sciences programs.
-
E.
University of Modena and Reggio Emilia
The University of Modena and Reggio Emilia is a public Italian university, with historical roots dating back to the 12th century, known for its strong programs in engineering, medicine, and humanities across its campuses in Modena and Reggio Emilia.
- 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_69ca8424d0f08190831e2e93c6533aeb |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd1daa21188190b1b2e508b0d09dcb |
completed | April 1, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2735d788190bd8f963562fb85a8 |
completed | April 4, 2026, 6:40 a.m. |
| NEDg | Description generation | batch_69d0b4231b708190b8a4a342bc63e84d |
completed | April 4, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b4b8131c8190b2aa8be56925b7bc |
completed | April 4, 2026, 6:50 a.m. |
Created at: March 30, 2026, 7:37 p.m.