Triple
T15915432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Piazza Aurelio Saffi |
E385956
|
entity |
| Predicate | publicTransportConnection |
P3791
|
FINISHED |
| Object |
Forlì urban bus network
The Forlì urban bus network is the primary public transportation system serving the city of Forlì, Italy, connecting its central squares, neighborhoods, and surrounding areas with scheduled bus services.
|
E1182317
|
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: Forlì urban bus network | Statement: [Piazza Aurelio Saffi, publicTransportConnection, Forlì urban bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forlì urban bus network Context triple: [Piazza Aurelio Saffi, publicTransportConnection, Forlì urban bus network]
-
A.
Bologna public bus network
The Bologna public bus network is the city’s primary system of urban and suburban bus services, connecting major cultural, residential, and commercial areas throughout Bologna and its surroundings.
-
B.
Florence tramway
The Florence tramway is a modern light rail network serving the city of Florence, Italy, providing efficient urban and suburban public transportation.
-
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.
Forlì
Forlì is a historic city in Italy’s Emilia-Romagna region, known for its medieval architecture, Renaissance art, and role as a provincial capital.
-
E.
Florence–Faenza railway
The Florence–Faenza railway is a regional rail line in Italy that connects the Tuscan city of Florence with the Emilia-Romagna town of Faenza across the Apennine Mountains.
- 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: Forlì urban bus network Triple: [Piazza Aurelio Saffi, publicTransportConnection, Forlì urban bus network]
Generated description
The Forlì urban bus network is the primary public transportation system serving the city of Forlì, Italy, connecting its central squares, neighborhoods, and surrounding areas with scheduled bus services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forlì urban bus network Target entity description: The Forlì urban bus network is the primary public transportation system serving the city of Forlì, Italy, connecting its central squares, neighborhoods, and surrounding areas with scheduled bus services.
-
A.
Bologna public bus network
The Bologna public bus network is the city’s primary system of urban and suburban bus services, connecting major cultural, residential, and commercial areas throughout Bologna and its surroundings.
-
B.
Florence tramway
The Florence tramway is a modern light rail network serving the city of Florence, Italy, providing efficient urban and suburban public transportation.
-
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.
Forlì
Forlì is a historic city in Italy’s Emilia-Romagna region, known for its medieval architecture, Renaissance art, and role as a provincial capital.
-
E.
Florence–Faenza railway
The Florence–Faenza railway is a regional rail line in Italy that connects the Tuscan city of Florence with the Emilia-Romagna town of Faenza across the Apennine Mountains.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1566216d481908dd6e3acaa26fd45 |
completed | April 16, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb05b15e8819083b67afa52f46283 |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb0cfac808190b32bb25659603fb4 |
completed | May 9, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb15b987c8190ae9c96f15fc55b27 |
completed | May 9, 2026, 10:12 p.m. |
Created at: April 10, 2026, 4:52 a.m.