Triple
T1756871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duchy of Milan |
E38567
|
entity |
| Predicate | importantConflict |
P1406
|
FINISHED |
| Object | Italian Wars |
E11722
|
NE FINISHED |
How this triple was built (3 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: Italian Wars | Statement: [Duchy of Milan, importantConflict, Italian Wars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Italian Wars Context triple: [Duchy of Milan, importantConflict, Italian Wars]
-
A.
Italian Wars
chosen
The Italian Wars were a series of major conflicts from the late 15th to mid-16th century in which France, Spain, the Holy Roman Empire, and other European powers fought for control of the Italian peninsula, reshaping the political map of Europe.
-
B.
Italian War
The Italian War, also known as the Social War, was a conflict (91–88 BCE) between the Roman Republic and its Italian allies who sought Roman citizenship and equal political rights.
-
C.
Italian Civil War
The Italian Civil War was a brutal internal conflict from 1943 to 1945 in which Italian partisans and the Kingdom of Italy fought against the fascist Italian Social Republic and its German allies during the final phase of World War II.
-
D.
Italian War of 1542–1546
The Italian War of 1542–1546 was a major phase of the long-running struggle between Francis I of France and Emperor Charles V for dominance in Italy and Western Europe, marked by campaigns in northern Italy and along the French–Imperial frontier.
-
E.
Burgundian Wars
The Burgundian Wars were a series of late 15th-century conflicts in which the Swiss Confederacy and its allies defeated the powerful Duchy of Burgundy, reshaping the political landscape of Western Europe.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: importantConflict Context triple: [Duchy of Milan, importantConflict, Italian Wars]
-
A.
conflictIn
chosen
Indicates that one entity is involved in, associated with, or occurs within a particular conflict or dispute.
-
B.
mainConflict
Indicates the primary opposing force, problem, or struggle that drives tension and narrative progression between entities or sides.
-
C.
conflictSpecific
Indicates a specific, concrete instance or type of conflict that exists between the related entities.
-
D.
notableInternalConflict
Indicates a significant or historically important internal conflict occurring within an entity, such as a country, organization, or group.
-
E.
internalConflict
Indicates a relationship where an entity experiences opposing desires, beliefs, or motives within itself, leading to psychological or emotional tension.
- F. None of above.
Provenance (4 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aba6a63f588190b53b39c6b97d74f4 |
completed | March 7, 2026, 4:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0ea4cc08190b47d81a54c294a9a |
completed | March 8, 2026, 4:16 p.m. |
| PD | Predicate disambiguation | batch_69aa61c7ef4c8190abec87c96a787d82 |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:31 p.m.