Triple
T19656414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Italian theatre of the Italian Wars |
E471954
|
entity |
| Predicate | majorBattle |
P259
|
FINISHED |
| Object | Battle of Marignano |
—
|
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: Battle of Marignano | Statement: [Italian theatre of the Italian Wars, majorBattle, Battle of Marignano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Marignano Context triple: [Italian theatre of the Italian Wars, majorBattle, Battle of Marignano]
-
A.
Battle of Marignano
chosen
The Battle of Marignano was a major 1515 clash near Milan in which French forces under Francis I decisively defeated the Swiss, marking a turning point in the Italian Wars and securing French dominance in northern Italy.
-
B.
Battle of Agnadello
The Battle of Agnadello was a major 1509 clash in the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice, sharply curbing Venetian power in northern Italy.
-
C.
Battle of Ceresole
The Battle of Ceresole was a major 1544 engagement of the Italian Wars in which French forces won a bloody victory over Imperial-Spanish troops in northern Italy.
-
D.
Battle of Bicocca
The Battle of Bicocca (1522) was a decisive engagement of the Italian Wars in which Imperial-Spanish forces crushed a French-Swiss army near Milan, marking the decline of Swiss infantry dominance in European warfare.
-
E.
Battle of Lonato
The Battle of Lonato was a 1796 engagement during Napoleon Bonaparte’s Italian campaign in which French forces repelled Austrian attempts to relieve the siege of Mantua.
- 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_69d8e51395348190ac1416d46dfc6db0 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64146539c8190813debb0d964bc23 |
completed | April 20, 2026, 3:07 p.m. |
Created at: April 10, 2026, 1:45 p.m.