Triple

T1728734
Position Surface form Disambiguated ID Type / Status
Subject Battle of Ligny E37559 entity
Predicate locatedIn P40 FINISHED
Object Ligny
Ligny is a village in Wallonia, Belgium, best known as the site of Napoleon Bonaparte’s last victory in 1815, fought two days before the Battle of 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: Ligny | Statement: [Battle of Ligny, locatedIn, Ligny]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ligny
Context triple: [Battle of Ligny, locatedIn, Ligny]
  • A. 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.
  • 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 Wavre
    The Battle of Wavre was the final engagement of the Waterloo campaign in June 1815, in which Prussian forces held off Marshal Grouchy’s French troops, enabling Blücher to support Wellington at Waterloo and sealing Napoleon’s defeat.
  • D. Battle of Gravelotte
    The Battle of Gravelotte was a pivotal 1870 engagement in the Franco-Prussian War in which Prussian-led German forces decisively defeated the French army near Metz, contributing significantly to the German path to victory and unification.
  • E. Pontoise
    Pontoise is a historic commune in the northwestern suburbs of Paris, France, known for its picturesque setting on the River Oise and its association with Impressionist painters.
  • 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: Ligny
Triple: [Battle of Ligny, locatedIn, Ligny]
Generated description
Ligny is a village in Wallonia, Belgium, best known as the site of Napoleon Bonaparte’s last victory in 1815, fought two days before the Battle of Waterloo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ligny
Target entity description: Ligny is a village in Wallonia, Belgium, best known as the site of Napoleon Bonaparte’s last victory in 1815, fought two days before the Battle of Waterloo.
  • A. Battle of Ligny chosen
    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.
  • 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 Wavre
    The Battle of Wavre was the final engagement of the Waterloo campaign in June 1815, in which Prussian forces held off Marshal Grouchy’s French troops, enabling Blücher to support Wellington at Waterloo and sealing Napoleon’s defeat.
  • D. Battle of Gravelotte
    The Battle of Gravelotte was a pivotal 1870 engagement in the Franco-Prussian War in which Prussian-led German forces decisively defeated the French army near Metz, contributing significantly to the German path to victory and unification.
  • E. Pontoise
    Pontoise is a historic commune in the northwestern suburbs of Paris, France, known for its picturesque setting on the River Oise and its association with Impressionist painters.
  • F. None of above.

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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa637da7048190a06f2eec6cb87f70 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8af6b034819087f6d168b9f5249a completed March 8, 2026, 2:43 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.