Triple
T659530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Italian Wars |
E11722
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object |
Battle of Marignano
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.
|
E103701
|
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: Battle of Marignano | Statement: [Italian Wars, significantEvent, Battle of Marignano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Marignano Context triple: [Italian Wars, significantEvent, Battle of Marignano]
-
A.
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.
-
B.
Battle of Fornovo
The Battle of Fornovo was a major 1495 clash in northern Italy during the Italian Wars, where a French army under Charles VIII fought a coalition of Italian states in one of the first large-scale battles of the conflict.
-
C.
Battle of Rivoli
The Battle of Rivoli was a decisive 1797 victory in northern Italy where Napoleon Bonaparte’s forces defeated the Austrians, cementing French dominance in the Italian campaign of the French Revolutionary Wars.
-
D.
Battle of Zenta
The Battle of Zenta was a decisive 1697 clash in the Great Turkish War in which Habsburg forces inflicted a crushing defeat on the Ottoman Empire, significantly shifting the balance of power in Central and Eastern Europe.
-
E.
Battle of Ramillies
The Battle of Ramillies (1706) was a major Allied victory led by the Duke of Marlborough against French and Bavarian forces, significantly shifting the balance of power in the War of the Spanish Succession.
- 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: Battle of Marignano Triple: [Italian Wars, significantEvent, Battle of Marignano]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Marignano Target entity description: 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.
-
A.
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.
-
B.
Battle of Fornovo
The Battle of Fornovo was a major 1495 clash in northern Italy during the Italian Wars, where a French army under Charles VIII fought a coalition of Italian states in one of the first large-scale battles of the conflict.
-
C.
Battle of Rivoli
The Battle of Rivoli was a decisive 1797 victory in northern Italy where Napoleon Bonaparte’s forces defeated the Austrians, cementing French dominance in the Italian campaign of the French Revolutionary Wars.
-
D.
Battle of Zenta
The Battle of Zenta was a decisive 1697 clash in the Great Turkish War in which Habsburg forces inflicted a crushing defeat on the Ottoman Empire, significantly shifting the balance of power in Central and Eastern Europe.
-
E.
Battle of Ramillies
The Battle of Ramillies (1706) was a major Allied victory led by the Duke of Marlborough against French and Bavarian forces, significantly shifting the balance of power in the War of the Spanish Succession.
- 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_69a4932862a0819098be659c814e4981 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fa83c6081909fb786d1773fa88c |
completed | March 1, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b8341cf0819089d18c2c63192679 |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7b946a4348190bfe86d5b93696383 |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7b9bb13f08190ad75518ba81b210d |
completed | March 4, 2026, 4:48 a.m. |
Created at: March 1, 2026, 7:36 p.m.