Triple
T2999349
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | League of Cambrai |
E81147
|
entity |
| Predicate | organizedBy |
P123
|
FINISHED |
| Object | Louis XII of France |
E80906
|
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: Louis XII of France | Statement: [League of Cambrai, organizedBy, Louis XII of France]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis XII of France Context triple: [League of Cambrai, organizedBy, Louis XII of France]
-
A.
Louis XII of France
chosen
Louis XII of France was a late 15th- and early 16th-century French king known for his Italian wars, domestic legal reforms, and efforts to strengthen royal authority.
-
B.
Charles VIII of France
Charles VIII of France was a late 15th-century French king whose ambitious invasion of Italy in 1494 helped ignite the Italian Wars and marked a turning point in European power politics.
-
C.
Francis I of France
Francis I of France was a Renaissance king known for his patronage of the arts, rivalry with Charles V, and major role in the Italian Wars that shaped early modern European politics.
-
D.
Louis XI of France
Louis XI of France was a 15th-century king of France known for centralizing royal power, weakening the feudal nobility, and skillfully using diplomacy and intrigue to strengthen the French monarchy.
-
E.
Charles V of France
Charles V of France was a 14th-century French king known for restoring royal authority, reorganizing the kingdom’s finances and administration, and successfully reversing many of the English gains in the Hundred Years’ War.
- 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99f8eb248190b50fd539a06a5a62 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c16c05481908f451b492ca9f47f |
completed | March 14, 2026, 11:52 a.m. |
Created at: March 8, 2026, 2:59 p.m.