Triple
T1643190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duke of Marlborough |
E35518
|
entity |
| Predicate | notableBattleAssociated |
P23441
|
FINISHED |
| Object | Battle of Blenheim |
E11260
|
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: Battle of Blenheim | Statement: [Duke of Marlborough, notableBattleAssociated, Battle of Blenheim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Blenheim Context triple: [Duke of Marlborough, notableBattleAssociated, Battle of Blenheim]
-
A.
Battle of Blenheim
chosen
The Battle of Blenheim was a major 1704 victory for the Grand Alliance over France and Bavaria that marked a turning point in the War of the Spanish Succession.
-
B.
Battle of Dettingen
The Battle of Dettingen was a 1743 engagement in the War of the Austrian Succession in which British and allied forces defeated the French, notable as the last time a reigning British monarch personally led troops in battle.
-
C.
Battle of Malplaquet
The Battle of Malplaquet was a major 1709 engagement in the War of the Spanish Succession, notable as one of the bloodiest battles of the 18th century, in which Allied forces under Marlborough and Prince Eugene narrowly defeated the French.
-
D.
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.
-
E.
Battle of Rossbach
The Battle of Rossbach was a 1757 victory of Frederick the Great’s Prussian army over French and Imperial forces, renowned for its brilliant tactics and its decisive impact on shifting the balance of power in Europe during the Seven Years’ War.
- 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: notableBattleAssociated Context triple: [Duke of Marlborough, notableBattleAssociated, Battle of Blenheim]
-
A.
hasSignificantBattle
Indicates that a major or decisive battle occurred involving the related entities.
-
B.
notableBattleRole
Indicates the specific role or function an entity played in a notable or historically significant battle.
-
C.
associatedWithBattle
chosen
Indicates a relationship where an entity is connected or linked to a specific battle, such as by participation, relevance, or involvement.
-
D.
battleAlsoKnownAs
Indicates that a particular battle is known by an alternative name or names.
-
E.
battleOccurred
Indicates that a conflict or combat event took place between specified parties at a particular time and/or location.
- 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_69a88604618c81908b41f6429c431eb6 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a919306fd48190a245fc95e0e759d9 |
completed | March 5, 2026, 5:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad60a0096c81909dc723d0db95481e |
completed | March 8, 2026, 11:42 a.m. |
| PD | Predicate disambiguation | batch_69a907cc9d348190b76b0d3f596e5a81 |
completed | March 5, 2026, 4:34 a.m. |
Created at: March 4, 2026, 7:28 p.m.