Triple

T12034878
Position Surface form Disambiguated ID Type / Status
Subject Battle of the Hindenburg Line E286510 entity
Predicate precededBy P97 FINISHED
Object Battle of Épehy
The Battle of Épehy was a World War I engagement in September 1918 in which British and Allied forces attacked German positions near Épehy, France, as part of the final offensives on the Western Front.
E963534 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 Épehy | Statement: [Battle of the Hindenburg Line, precededBy, Battle of Épehy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Épehy
Context triple: [Battle of the Hindenburg Line, precededBy, Battle of Épehy]
  • A. Battle of Villers-Bocage
    The Battle of Villers-Bocage was a 1944 World War II engagement in Normandy, France, best known for a dramatic German tank ambush that temporarily halted a British armored advance shortly after D-Day.
  • B. Battle of Noisseville
    The Battle of Noisseville was a Franco-Prussian War engagement in late August 1870 near Metz, where German forces repelled French attempts to break out of the besieged city, tightening the encirclement that led to later decisive defeats.
  • C. Battle of Fère-Champenoise
    The Battle of Fère-Champenoise was a major 1814 engagement of the War of the Sixth Coalition in which Allied forces decisively defeated retreating French troops in northeastern France, helping pave the way for the fall of Paris.
  • D. Battle of Vauchamps
    The Battle of Vauchamps was a decisive victory for Napoleon during the 1814 campaign in France, where he defeated Prussian and Russian forces in one of his last major battlefield successes.
  • E. Battle of Héricourt
    The Battle of Héricourt was a 1474 engagement in the Burgundian Wars in which Swiss and allied forces defeated the troops of Charles the Bold, weakening Burgundian power in the region.
  • 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 Épehy
Triple: [Battle of the Hindenburg Line, precededBy, Battle of Épehy]
Generated description
The Battle of Épehy was a World War I engagement in September 1918 in which British and Allied forces attacked German positions near Épehy, France, as part of the final offensives on the Western Front.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Épehy
Target entity description: The Battle of Épehy was a World War I engagement in September 1918 in which British and Allied forces attacked German positions near Épehy, France, as part of the final offensives on the Western Front.
  • A. Battle of Villers-Bocage
    The Battle of Villers-Bocage was a 1944 World War II engagement in Normandy, France, best known for a dramatic German tank ambush that temporarily halted a British armored advance shortly after D-Day.
  • B. Battle of Noisseville
    The Battle of Noisseville was a Franco-Prussian War engagement in late August 1870 near Metz, where German forces repelled French attempts to break out of the besieged city, tightening the encirclement that led to later decisive defeats.
  • C. Battle of Fère-Champenoise
    The Battle of Fère-Champenoise was a major 1814 engagement of the War of the Sixth Coalition in which Allied forces decisively defeated retreating French troops in northeastern France, helping pave the way for the fall of Paris.
  • D. Battle of Vauchamps
    The Battle of Vauchamps was a decisive victory for Napoleon during the 1814 campaign in France, where he defeated Prussian and Russian forces in one of his last major battlefield successes.
  • E. Battle of Héricourt
    The Battle of Héricourt was a 1474 engagement in the Burgundian Wars in which Swiss and allied forces defeated the troops of Charles the Bold, weakening Burgundian power in the region.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90408cbf0819093270c9833ef149a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f64826a481908a09ca1c91c4e04f completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fde880f4819094b2170bf4e82138 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc563a08190b95db768df475a3a completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:47 p.m.