Triple
T4742056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calenzano |
E105266
|
entity |
| Predicate | locatedOnTransportCorridor |
P2409
|
FINISHED |
| Object | Florence–Prato–Pistoia urban area |
E205412
|
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: Florence–Prato–Pistoia urban area | Statement: [Calenzano, locatedOnTransportCorridor, Florence–Prato–Pistoia urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Florence–Prato–Pistoia urban area Context triple: [Calenzano, locatedOnTransportCorridor, Florence–Prato–Pistoia urban area]
-
A.
Metropolitan City of Florence
chosen
The Metropolitan City of Florence is an Italian administrative area in the Tuscany region that encompasses the city of Florence and its surrounding municipalities, coordinating regional governance, infrastructure, and services.
-
B.
Metropolitan City of Bologna
The Metropolitan City of Bologna is an administrative region in northern Italy that encompasses the city of Bologna and its surrounding municipalities, coordinating local governance, infrastructure, and regional development.
-
C.
Forlì-Cesena
Forlì-Cesena is a province in Italy’s Emilia-Romagna region, known for its mix of historic towns, agricultural landscapes, and growing industrial and service sectors.
-
D.
Prato
Prato is a historic Tuscan city in central Italy known for its textile industry, medieval architecture, and cultural heritage.
-
E.
Figline Valdarno
Figline Valdarno is a historic town in Tuscany, Italy, known for its medieval heritage and as the birthplace of the Renaissance philosopher Marsilio Ficino.
- 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_69bd43ef87a48190a5bc3600711aa032 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64a7153881909eac451fc7566d25 |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4d851fcc8190bb7ae007f8a5ce1d |
completed | March 21, 2026, 7:49 a.m. |
Created at: March 20, 2026, 1:19 p.m.