Triple
T23306200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bisenzio River |
E590440
|
entity |
| Predicate | hasFloodRisk |
P12640
|
FINISHED |
| Object | Prato urban area |
—
|
NE NERFINISHED |
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: Prato urban area | Statement: [Bisenzio River, hasFloodRisk, Prato urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prato urban area Context triple: [Bisenzio River, hasFloodRisk, Prato urban area]
-
A.
Metropolitan City of Prato
The Metropolitan City of Prato is an administrative area in the Tuscany region of central Italy, centered on the city of Prato and known for its strong textile industry and proximity to Florence.
-
B.
Parma metropolitan area
The Parma metropolitan area is the urban and suburban region centered on the city of Parma in northern Italy, known for its rich cultural heritage, historic architecture, and renowned food industry.
-
C.
Prato
chosen
Prato is a historic Tuscan city in central Italy known for its textile industry, medieval architecture, and cultural heritage.
-
D.
Pisa metropolitan area
The Pisa metropolitan area is the urban and suburban region centered on the city of Pisa in Tuscany, Italy, encompassing surrounding municipalities and coastal localities such as Marina di Pisa.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d1c0ecc8190a355aa229f06d0e0 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1972737c08190bd011776564c3861 |
completed | April 29, 2026, 5:29 a.m. |
Created at: April 17, 2026, 5:05 p.m.