Triple

T929565
Position Surface form Disambiguated ID Type / Status
Subject Peasants’ War E20059 entity
Predicate opposedBy P437 FINISHED
Object Swabian League
The Swabian League was a powerful alliance of princes, cities, and knights in southwestern Germany that defended regional order and princely authority in the early 16th century.
E111575 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: Swabian League | Statement: [Peasants’ War, opposedBy, Swabian League]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swabian League
Context triple: [Peasants’ War, opposedBy, Swabian League]
  • A. Old Swiss Confederacy
    The Old Swiss Confederacy was a loose alliance of autonomous cantons in Central Europe that formed the precursor to the modern Swiss state and existed from the late Middle Ages until its reorganization in the early 19th century.
  • B. League of Augsburg
    The League of Augsburg, also known as the Grand Alliance, was a late 17th-century coalition of European powers formed to oppose the expansionist policies of Louis XIV’s France.
  • C. Cologne War
    The Cologne War was a late 16th-century conflict in the Holy Roman Empire sparked by a Catholic archbishop’s conversion to Protestantism, exemplifying the religious and political struggles of the European wars of religion.
  • D. Union of Arras
    The Union of Arras was a 1579 alliance of several southern provinces of the Habsburg Netherlands that reconciled with King Philip II of Spain during the Dutch Revolt, marking a key step in the political and religious split of the Low Countries.
  • E. Habsburg–Valois conflict
    The Habsburg–Valois conflict was a protracted series of dynastic and territorial struggles between the Habsburg and French Valois ruling houses that shaped European politics during the Italian Wars and beyond.
  • 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: Swabian League
Triple: [Peasants’ War, opposedBy, Swabian League]
Generated description
The Swabian League was a powerful alliance of princes, cities, and knights in southwestern Germany that defended regional order and princely authority in the early 16th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swabian League
Target entity description: The Swabian League was a powerful alliance of princes, cities, and knights in southwestern Germany that defended regional order and princely authority in the early 16th century.
  • A. Old Swiss Confederacy
    The Old Swiss Confederacy was a loose alliance of autonomous cantons in Central Europe that formed the precursor to the modern Swiss state and existed from the late Middle Ages until its reorganization in the early 19th century.
  • B. League of Augsburg
    The League of Augsburg, also known as the Grand Alliance, was a late 17th-century coalition of European powers formed to oppose the expansionist policies of Louis XIV’s France.
  • C. Cologne War
    The Cologne War was a late 16th-century conflict in the Holy Roman Empire sparked by a Catholic archbishop’s conversion to Protestantism, exemplifying the religious and political struggles of the European wars of religion.
  • D. Union of Arras
    The Union of Arras was a 1579 alliance of several southern provinces of the Habsburg Netherlands that reconciled with King Philip II of Spain during the Dutch Revolt, marking a key step in the political and religious split of the Low Countries.
  • E. Habsburg–Valois conflict
    The Habsburg–Valois conflict was a protracted series of dynastic and territorial struggles between the Habsburg and French Valois ruling houses that shaped European politics during the Italian Wars and beyond.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b349b3d0819090c58b4fb60c6a1b completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826dc111881908f4e2a0914eb2202 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a84d39b3b881909ba8d1c4a4757ede completed March 4, 2026, 3:18 p.m.
NED2 Entity disambiguation (via description) batch_69a84dbeef6c81908dd6593722dfb52b completed March 4, 2026, 3:20 p.m.
Created at: March 1, 2026, 7:40 p.m.