Triple

T4456692
Position Surface form Disambiguated ID Type / Status
Subject Battle of Zurich (1799) E97743 entity
Predicate campaign P1067 FINISHED
Object Danube–Swiss campaign
The Danube–Swiss campaign was a series of 1799 military operations during the War of the Second Coalition in which French and Austrian forces fought for control of southern Germany and Switzerland.
E442249 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: Danube–Swiss campaign | Statement: [Battle of Zurich (1799), campaign, Danube–Swiss campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danube–Swiss campaign
Context triple: [Battle of Zurich (1799), campaign, Danube–Swiss campaign]
  • A. Danube campaign
    The Danube campaign was the early phase of the Crimean War in which Russian and Ottoman forces fought for control along the Danube River in 1853–1854.
  • B. Danube campaign of 1704
    The Danube campaign of 1704 was a major Allied offensive during the War of the Spanish Succession that culminated in the decisive Battle of Blenheim, halting French and Bavarian expansion in southern Germany.
  • C. Ulm–Austerlitz campaign
    The Ulm–Austerlitz campaign was Napoleon Bonaparte’s 1805 military offensive against the Third Coalition, culminating in decisive French victories that shattered Austrian and Russian forces and secured his dominance in Central Europe.
  • D. Battle of Ulm
    The Battle of Ulm was a decisive 1805 campaign in which Napoleon’s Grande Armée encircled and forced the surrender of a large Austrian force, paving the way for French dominance in Central Europe during the War of the Third Coalition.
  • E. Skirmish at Vienna
    Skirmish at Vienna is a minor early American Civil War engagement in Virginia, notable as one of the first clashes involving railroad transport in combat.
  • 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: Danube–Swiss campaign
Triple: [Battle of Zurich (1799), campaign, Danube–Swiss campaign]
Generated description
The Danube–Swiss campaign was a series of 1799 military operations during the War of the Second Coalition in which French and Austrian forces fought for control of southern Germany and Switzerland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danube–Swiss campaign
Target entity description: The Danube–Swiss campaign was a series of 1799 military operations during the War of the Second Coalition in which French and Austrian forces fought for control of southern Germany and Switzerland.
  • A. Danube campaign
    The Danube campaign was the early phase of the Crimean War in which Russian and Ottoman forces fought for control along the Danube River in 1853–1854.
  • B. Danube campaign of 1704
    The Danube campaign of 1704 was a major Allied offensive during the War of the Spanish Succession that culminated in the decisive Battle of Blenheim, halting French and Bavarian expansion in southern Germany.
  • C. Ulm–Austerlitz campaign
    The Ulm–Austerlitz campaign was Napoleon Bonaparte’s 1805 military offensive against the Third Coalition, culminating in decisive French victories that shattered Austrian and Russian forces and secured his dominance in Central Europe.
  • D. Battle of Ulm
    The Battle of Ulm was a decisive 1805 campaign in which Napoleon’s Grande Armée encircled and forced the surrender of a large Austrian force, paving the way for French dominance in Central Europe during the War of the Third Coalition.
  • E. Skirmish at Vienna
    Skirmish at Vienna is a minor early American Civil War engagement in Virginia, notable as one of the first clashes involving railroad transport in combat.
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356434e9481908f883c09e0908f6b completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6282743e08190a2c84f3b80c6d260 completed March 15, 2026, 3:31 a.m.
NEDg Description generation batch_69b62af29d3c81908cb82d142c2a55a4 completed March 15, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69b62ba4d6c88190b4eaacd09a0b2b66 completed March 15, 2026, 3:46 a.m.
Created at: March 12, 2026, 11:33 p.m.