Triple
T3540955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Florence |
E74882
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
School of Economics and Management
The School of Economics and Management is an academic unit of the University of Florence specializing in education and research in economics, business, and management disciplines.
|
E367370
|
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: School of Economics and Management | Statement: [University of Florence, hasFaculty, School of Economics and Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Economics and Management Context triple: [University of Florence, hasFaculty, School of Economics and Management]
-
A.
School of Economics and Management
The School of Economics and Management is a major academic unit of Wuhan University specializing in education and research in economics, business, and management.
-
B.
School of Economics and Management
The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
-
C.
School of Economics and Management
The School of Economics and Management is Tongji University's business and economics faculty, offering education and research in management, finance, and related fields.
-
D.
School of Economics and Management
The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
-
E.
School of Economics and Management
The School of Economics and Management is Lund University's business and economics faculty, offering education and research in areas such as economics, business administration, and management.
- 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: School of Economics and Management Triple: [University of Florence, hasFaculty, School of Economics and Management]
Generated description
The School of Economics and Management is an academic unit of the University of Florence specializing in education and research in economics, business, and management disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Economics and Management Target entity description: The School of Economics and Management is an academic unit of the University of Florence specializing in education and research in economics, business, and management disciplines.
-
A.
School of Economics and Management
The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
-
B.
School of Economics and Management
The School of Economics and Management is a major academic unit of Wuhan University specializing in education and research in economics, business, and management.
-
C.
School of Economics and Management
The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
-
D.
School of Economics and Management
The School of Economics and Management is Lund University's business and economics faculty, offering education and research in areas such as economics, business administration, and management.
-
E.
School of Economics and Management
The School of Economics and Management is Tongji University's business and economics faculty, offering education and research in management, finance, and related fields.
- 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_69ad85d274cc8190ab59c97298a1cfbf |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbf729000819086e4fdba9e73e198 |
completed | March 8, 2026, 6:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bda9b848190a06b4b7113f97fc1 |
completed | March 13, 2026, 4 a.m. |
| NEDg | Description generation | batch_69b38c6dbfcc8190897d0c12e8ce4416 |
completed | March 13, 2026, 4:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38cf9d8188190adb91671d062a6f9 |
completed | March 13, 2026, 4:05 a.m. |
Created at: March 8, 2026, 3:20 p.m.