Triple

T232007
Position Surface form Disambiguated ID Type / Status
Subject Napoleonic Wars E4429 entity
Predicate notableBattle P259 FINISHED
Object Battle of Ligny
The Battle of Ligny was Napoleon Bonaparte’s last battlefield victory, fought on 16 June 1815 in present-day Belgium against Prussian forces shortly before his final defeat at Waterloo.
E37559 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 Ligny | Statement: [Napoleonic Wars, notableBattle, Battle of Ligny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Ligny
Context triple: [Napoleonic Wars, notableBattle, Battle of Ligny]
  • A. Battle of Jemappes
    The Battle of Jemappes was a major 1792 French Revolutionary victory over Austrian forces in present-day Belgium that helped secure French control of the Austrian Netherlands early in the wars.
  • 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. Battle of Aspern-Essling
    The Battle of Aspern-Essling was a major 1809 clash near Vienna in which Austrian forces under Archduke Charles halted Napoleon’s previously unstoppable advance, marking his first significant defeat in a pitched battle.
  • D. Battle of Wagram
    The Battle of Wagram was a major 1809 engagement of the Napoleonic Wars in which Napoleon decisively defeated the Austrian Empire, leading to French dominance in Central Europe.
  • E. Battle of Jena–Auerstedt
    The Battle of Jena–Auerstedt was a decisive 1806 Napoleonic victory over Prussia that shattered the Prussian army and established French dominance in Central Europe.
  • 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 Ligny
Triple: [Napoleonic Wars, notableBattle, Battle of Ligny]
Generated description
The Battle of Ligny was Napoleon Bonaparte’s last battlefield victory, fought on 16 June 1815 in present-day Belgium against Prussian forces shortly before his final defeat at Waterloo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Ligny
Target entity description: The Battle of Ligny was Napoleon Bonaparte’s last battlefield victory, fought on 16 June 1815 in present-day Belgium against Prussian forces shortly before his final defeat at Waterloo.
  • A. Battle of Jemappes
    The Battle of Jemappes was a major 1792 French Revolutionary victory over Austrian forces in present-day Belgium that helped secure French control of the Austrian Netherlands early in the wars.
  • 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. Battle of Aspern-Essling
    The Battle of Aspern-Essling was a major 1809 clash near Vienna in which Austrian forces under Archduke Charles halted Napoleon’s previously unstoppable advance, marking his first significant defeat in a pitched battle.
  • D. Battle of Wagram
    The Battle of Wagram was a major 1809 engagement of the Napoleonic Wars in which Napoleon decisively defeated the Austrian Empire, leading to French dominance in Central Europe.
  • E. Battle of Jena–Auerstedt
    The Battle of Jena–Auerstedt was a decisive 1806 Napoleonic victory over Prussia that shattered the Prussian army and established French dominance in Central Europe.
  • 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_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25caf59948190bacac41a6ed84cb6 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3a33436d48190a4a6d38f06208540 completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a3d1b16c8190af40cad78f3cd935 completed March 1, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69a3a437525c8190b850a8fa841a3af8 completed March 1, 2026, 2:28 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.