Triple

T1877497
Position Surface form Disambiguated ID Type / Status
Subject John of Austria (the Elder) E39176 entity
Predicate battle P12 FINISHED
Object Battle of Gembloux (1578)
The Battle of Gembloux (1578) was a major engagement in the Eighty Years' War in which Spanish forces under John of Austria decisively defeated the Dutch rebels in present-day Belgium.
E213071 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: Battle of Gembloux (1578) | Statement: [John of Austria (the Elder), battle, Battle of Gembloux (1578)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Gembloux (1578)
Context triple: [John of Austria (the Elder), battle, Battle of Gembloux (1578)]
  • A. Battle of Fleurus (1690)
    The Battle of Fleurus (1690) was a major French victory under Marshal Luxembourg against Allied forces during the Nine Years' War, notable for its innovative use of battlefield tactics and its impact on the war’s balance of power in Europe.
  • B. 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.
  • C. Battle of Seneffe
    The Battle of Seneffe was a major and bloody engagement of the Franco-Dutch War in 1674, fought in present-day Belgium between French forces under the Prince de Condé and a coalition army led by William III of Orange.
  • D. Battle of Lippstadt
    The Battle of Lippstadt was an engagement during the Seven Years' War in which Allied forces under Prince Ferdinand of Brunswick successfully defended the Westphalian town of Lippstadt against French troops.
  • E. Battle of Schuinshoogte
    The Battle of Schuinshoogte was a key engagement during the First Boer War in 1881, in which Boer forces defeated a British column near Newcastle in the Transvaal, contributing to the eventual restoration of Boer self-government.
  • 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: Battle of Gembloux (1578)
Triple: [John of Austria (the Elder), battle, Battle of Gembloux (1578)]
Generated description
The Battle of Gembloux (1578) was a major engagement in the Eighty Years' War in which Spanish forces under John of Austria decisively defeated the Dutch rebels in present-day Belgium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Gembloux (1578)
Target entity description: The Battle of Gembloux (1578) was a major engagement in the Eighty Years' War in which Spanish forces under John of Austria decisively defeated the Dutch rebels in present-day Belgium.
  • A. Battle of Fleurus (1690)
    The Battle of Fleurus (1690) was a major French victory under Marshal Luxembourg against Allied forces during the Nine Years' War, notable for its innovative use of battlefield tactics and its impact on the war’s balance of power in Europe.
  • B. 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.
  • C. Battle of Seneffe
    The Battle of Seneffe was a major and bloody engagement of the Franco-Dutch War in 1674, fought in present-day Belgium between French forces under the Prince de Condé and a coalition army led by William III of Orange.
  • D. Battle of Lippstadt
    The Battle of Lippstadt was an engagement during the Seven Years' War in which Allied forces under Prince Ferdinand of Brunswick successfully defended the Westphalian town of Lippstadt against French troops.
  • E. Battle of Schuinshoogte
    The Battle of Schuinshoogte was a key engagement during the First Boer War in 1881, in which Boer forces defeated a British column near Newcastle in the Transvaal, contributing to the eventual restoration of Boer self-government.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0da543481908ab25806e6b80375 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeae44f6c8190a5924609863030a4 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adebc28ae88190bd954d9634f08059 completed March 8, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69adec25a87081908f098df81de6eafb completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:34 p.m.