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.