Triple

T439221
Position Surface form Disambiguated ID Type / Status
Subject Nine Years' War E10076 entity
Predicate hasCause P708 FINISHED
Object French invasion of the Rhineland
The French invasion of the Rhineland was Louis XIV’s 1688 military incursion into the Holy Roman Empire’s western territories, intended to pressure German princes and assert French claims, which helped trigger the wider Nine Years’ War.
E55384 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: French invasion of the Rhineland | Statement: [Nine Years' War, hasCause, French invasion of the Rhineland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French invasion of the Rhineland
Context triple: [Nine Years' War, hasCause, French invasion of the Rhineland]
  • A. Crossing of the Rhine
    The Crossing of the Rhine was a pivotal Allied operation in March 1945 in which Western Allied forces breached Germany’s last major natural defensive barrier, opening the way for the final invasion of the German heartland.
  • B. Battle of Valmy
    The Battle of Valmy (1792) was a pivotal early clash of the French Revolutionary Wars in which French revolutionary forces halted a Prussian-led invasion, bolstering the survival of the Revolution and the legitimacy of the new French Republic.
  • C. Franco-Dutch War
    The Franco-Dutch War (1672–1678) was a major European conflict in which France, allied with England and several German states, sought to dominate and partition the Dutch Republic, triggering a wider continental struggle that reshaped the balance of power.
  • D. Battle of the Ruhr
    The Battle of the Ruhr was a major World War II strategic bombing campaign in 1943 in which the Allies targeted Germany’s industrial heartland in the Ruhr region to cripple its war production.
  • E. Battle of Aachen
    The Battle of Aachen was a major World War II engagement in 1944 in which Allied forces captured the German city of Aachen, marking the first major German city to fall to the Western Allies and breaching Germany’s western defenses.
  • 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: French invasion of the Rhineland
Triple: [Nine Years' War, hasCause, French invasion of the Rhineland]
Generated description
The French invasion of the Rhineland was Louis XIV’s 1688 military incursion into the Holy Roman Empire’s western territories, intended to pressure German princes and assert French claims, which helped trigger the wider Nine Years’ War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French invasion of the Rhineland
Target entity description: The French invasion of the Rhineland was Louis XIV’s 1688 military incursion into the Holy Roman Empire’s western territories, intended to pressure German princes and assert French claims, which helped trigger the wider Nine Years’ War.
  • A. Crossing of the Rhine
    The Crossing of the Rhine was a pivotal Allied operation in March 1945 in which Western Allied forces breached Germany’s last major natural defensive barrier, opening the way for the final invasion of the German heartland.
  • B. Battle of Valmy
    The Battle of Valmy (1792) was a pivotal early clash of the French Revolutionary Wars in which French revolutionary forces halted a Prussian-led invasion, bolstering the survival of the Revolution and the legitimacy of the new French Republic.
  • C. Franco-Dutch War
    The Franco-Dutch War (1672–1678) was a major European conflict in which France, allied with England and several German states, sought to dominate and partition the Dutch Republic, triggering a wider continental struggle that reshaped the balance of power.
  • D. Battle of the Ruhr
    The Battle of the Ruhr was a major World War II strategic bombing campaign in 1943 in which the Allies targeted Germany’s industrial heartland in the Ruhr region to cripple its war production.
  • E. Battle of Aachen
    The Battle of Aachen was a major World War II engagement in 1944 in which Allied forces captured the German city of Aachen, marking the first major German city to fall to the Western Allies and breaching Germany’s western defenses.
  • 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef283be881909444aaf257451747 completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4366eb0588190beb5c43828f8ca45 completed March 1, 2026, 12:51 p.m.
NEDg Description generation batch_69a436c6f1a0819086f8d8f12bc82e87 completed March 1, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69a4379eee248190a417b81afbb403ae completed March 1, 2026, 12:57 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.