Triple
T4676824
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Marignano |
E103701
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object |
Marignano
Marignano is a historic locality in northern Italy, now known as Melegnano, famed as the site of a major 1515 battle during the Italian Wars.
|
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: Marignano | Statement: [Battle of Marignano, location, Marignano]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marignano Context triple: [Battle of Marignano, location, Marignano]
-
A.
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.
-
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 Muret
The Battle of Muret (1213) was a decisive medieval clash near Toulouse in which the forces of Simon de Montfort defeated and killed Peter II of Aragon, marking a turning point in the Albigensian Crusade and the balance of power in southern France.
-
E.
Battle of Vailà
The Battle of Vailà, better known as the Battle of Agnadello (1509), was a major engagement of the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice in northern Italy.
- 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: Marignano Triple: [Battle of Marignano, location, Marignano]
Generated description
Marignano is a historic locality in northern Italy, now known as Melegnano, famed as the site of a major 1515 battle during the Italian Wars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marignano Target entity description: Marignano is a historic locality in northern Italy, now known as Melegnano, famed as the site of a major 1515 battle during the Italian Wars.
-
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 Muret
The Battle of Muret (1213) was a decisive medieval clash near Toulouse in which the forces of Simon de Montfort defeated and killed Peter II of Aragon, marking a turning point in the Albigensian Crusade and the balance of power in southern France.
-
E.
Battle of Vailà
The Battle of Vailà, better known as the Battle of Agnadello (1509), was a major engagement of the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice in northern Italy.
- F. None of above.
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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63685cb88190ac1904e2c7eb6b61 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03a0d5c88190a9b40e1ca7d165ff |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be04f8aeac81909ec199c83af6df39 |
completed | March 21, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05608ee08190acf947144998660c |
completed | March 21, 2026, 2:41 a.m. |
Created at: March 20, 2026, 1:16 p.m.