Triple

T2019213
Position Surface form Disambiguated ID Type / Status
Subject 2nd Canadian Division E44065 entity
Predicate engagement P1256 FINISHED
Object Battle of Arras (1918)
The Battle of Arras (1918) was a late-World War I Allied offensive on the Western Front, part of the Hundred Days Offensive that helped break German lines and hasten the end of the war.
E258192 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 Arras (1918) | Statement: [2nd Canadian Division, engagement, Battle of Arras (1918)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Arras (1918)
Context triple: [2nd Canadian Division, engagement, Battle of Arras (1918)]
  • A. Battle of Arras (1917)
    The Battle of Arras (1917) was a major British-led offensive on the Western Front during World War I, notable for intense trench warfare, significant territorial gains, and heavy casualties.
  • B. Battle of Amiens (1918)
    The Battle of Amiens (1918) was a major Allied offensive on the Western Front that marked the beginning of the Hundred Days Offensive and a decisive turning point leading to the end of World War I.
  • C. Battle of Blanc Mont Ridge
    The Battle of Blanc Mont Ridge was a major World War I offensive in October 1918 in Champagne, France, where American and French forces, including U.S. Marines, broke key German defensive positions and helped pave the way for the war’s end.
  • D. Battle of Cambrai
    The Battle of Cambrai was a major First World War engagement in 1917 notable for the first large-scale, effective use of tanks by the British Army against German defenses on the Western Front.
  • E. Arras Offensive
    The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
  • 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 Arras (1918)
Triple: [2nd Canadian Division, engagement, Battle of Arras (1918)]
Generated description
The Battle of Arras (1918) was a late-World War I Allied offensive on the Western Front, part of the Hundred Days Offensive that helped break German lines and hasten the end of the war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Arras (1918)
Target entity description: The Battle of Arras (1918) was a late-World War I Allied offensive on the Western Front, part of the Hundred Days Offensive that helped break German lines and hasten the end of the war.
  • A. Battle of Arras (1917)
    The Battle of Arras (1917) was a major British-led offensive on the Western Front during World War I, notable for intense trench warfare, significant territorial gains, and heavy casualties.
  • B. Battle of Amiens (1918)
    The Battle of Amiens (1918) was a major Allied offensive on the Western Front that marked the beginning of the Hundred Days Offensive and a decisive turning point leading to the end of World War I.
  • C. Battle of Blanc Mont Ridge
    The Battle of Blanc Mont Ridge was a major World War I offensive in October 1918 in Champagne, France, where American and French forces, including U.S. Marines, broke key German defensive positions and helped pave the way for the war’s end.
  • D. Battle of Cambrai
    The Battle of Cambrai was a major First World War engagement in 1917 notable for the first large-scale, effective use of tanks by the British Army against German defenses on the Western Front.
  • E. Arras Offensive
    The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8cfa5c88190b55bce5db968665b completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae95eb4db481909ab7507147f1d674 completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae96b399608190bfa846c433612142 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae977aac9c8190b5fecd5fea8893fd completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:38 p.m.