Triple
T12983333
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Bicocca |
E321703
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Siege of Milan (1521–1522) |
E746609
|
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: Siege of Milan (1521–1522) | Statement: [Battle of Bicocca, precededBy, Siege of Milan (1521–1522)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Siege of Milan (1521–1522) Context triple: [Battle of Bicocca, precededBy, Siege of Milan (1521–1522)]
-
A.
Siege of Milan (1521–1522)
chosen
The Siege of Milan (1521–1522) was a key early engagement in the Italian Wars in which Imperial and Spanish forces wrested control of Milan from French rule, reshaping the balance of power in northern Italy.
-
B.
Siege of Parma (1521)
The Siege of Parma (1521) was a key early engagement in the Italian War of 1521–1526, in which French and Papal-Imperial forces contested control of the strategically important city of Parma in northern Italy.
-
C.
Siege of Pavia (1524–1525)
The Siege of Pavia (1524–1525) was a key military operation in which French forces attempted to capture the strategically important Italian city of Pavia, culminating in the decisive Battle of Pavia that reshaped the balance of power in Renaissance Europe.
-
D.
Siege of Ravenna (1512)
The Siege of Ravenna (1512) was a military operation during the War of the League of Cambrai in which French forces besieged the strategically important Italian city of Ravenna shortly before the famous pitched battle fought nearby.
-
E.
Siege of Florence (1529–1530)
The Siege of Florence (1529–1530) was a major conflict in which Imperial and Papal forces besieged and ultimately defeated the last Florentine republic, leading to the restoration of Medici rule over the city.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e5ca33481909a6cb06c636889f9 |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8f4320881909d66eaa48f888fab |
completed | May 3, 2026, 2:54 a.m. |
Created at: April 9, 2026, 8:39 p.m.