Triple

T4960647
Position Surface form Disambiguated ID Type / Status
Subject Robert Nivelle E111397 entity
Predicate battle P12 FINISHED
Object Second Battle of Artois
The Second Battle of Artois was a major Allied offensive on the Western Front in May–June 1915 during World War I, aimed at breaking through German lines in northern France but ultimately resulting in heavy casualties and limited territorial gains.
E485069 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: Second Battle of Artois | Statement: [Robert Nivelle, battle, Second Battle of Artois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Battle of Artois
Context triple: [Robert Nivelle, battle, Second Battle of Artois]
  • A. Second Battle of the Aisne
    The Second Battle of the Aisne was a major 1917 World War I offensive by French forces against German positions on the Western Front, notable for its heavy casualties and limited territorial gains.
  • B. Third Battle of the Aisne
    The Third Battle of the Aisne was a major German offensive on the Western Front in May–June 1918 during World War I, marked by rapid German advances that threatened Paris before ultimately stalling.
  • C. Second Battle of the Marne
    The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
  • D. Battle of Nivelle
    The Battle of Nivelle was a major 1813 engagement in the Peninsular War in which Allied forces under the Duke of Wellington defeated French troops in southwestern France, helping to drive Napoleon’s armies back toward the interior.
  • E. Battle of Verrières Ridge
    The Battle of Verrières Ridge was a major and costly World War II engagement during the Normandy campaign in July 1944, in which Allied forces—particularly Canadian units—fought to seize a strategically vital height south of Caen from entrenched German defenders.
  • 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: Second Battle of Artois
Triple: [Robert Nivelle, battle, Second Battle of Artois]
Generated description
The Second Battle of Artois was a major Allied offensive on the Western Front in May–June 1915 during World War I, aimed at breaking through German lines in northern France but ultimately resulting in heavy casualties and limited territorial gains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Battle of Artois
Target entity description: The Second Battle of Artois was a major Allied offensive on the Western Front in May–June 1915 during World War I, aimed at breaking through German lines in northern France but ultimately resulting in heavy casualties and limited territorial gains.
  • A. Second Battle of the Aisne
    The Second Battle of the Aisne was a major 1917 World War I offensive by French forces against German positions on the Western Front, notable for its heavy casualties and limited territorial gains.
  • B. Third Battle of the Aisne
    The Third Battle of the Aisne was a major German offensive on the Western Front in May–June 1918 during World War I, marked by rapid German advances that threatened Paris before ultimately stalling.
  • C. Second Battle of the Marne
    The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
  • D. Battle of Nivelle
    The Battle of Nivelle was a major 1813 engagement in the Peninsular War in which Allied forces under the Duke of Wellington defeated French troops in southwestern France, helping to drive Napoleon’s armies back toward the interior.
  • E. Battle of Verrières Ridge
    The Battle of Verrières Ridge was a major and costly World War II engagement during the Normandy campaign in July 1944, in which Allied forces—particularly Canadian units—fought to seize a strategically vital height south of Caen from entrenched German defenders.
  • 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_69bd4419393c819086319a6fe4bf8542 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71da80008190a0d606d5091822b8 completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be89f639c081908658c1a228081dd9 completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8c55934c8190a5b693a9b71fd935 completed March 21, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69be8cc26f48819094742f965919fec3 completed March 21, 2026, 12:19 p.m.
Created at: March 20, 2026, 1:32 p.m.