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.