Triple

T8045045
Position Surface form Disambiguated ID Type / Status
Subject Arras E187526 entity
Predicate wasSiteOf P1205 FINISHED
Object Battle of Arras (1914)
The Battle of Arras (1914) was a World War I engagement on the Western Front in which French and German forces clashed around the strategic city of Arras during the early stages of the war.
E706900 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 (1914) | Statement: [Arras, wasSiteOf, Battle of Arras (1914)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Arras (1914)
Context triple: [Arras, wasSiteOf, Battle of Arras (1914)]
  • 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 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.
  • C. Battle of the Sambre (1914)
    The Battle of the Sambre (1914) was a major early World War I clash in August 1914 between French and German forces along the Sambre River in Belgium, resulting in a significant French defeat during the initial German advance.
  • 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. Battle of Cambrai (1918)
    The Battle of Cambrai (1918) was a major late-World War I Allied offensive in northern France that helped break the Hindenburg Line and contributed significantly to the final collapse of German resistance.
  • 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 (1914)
Triple: [Arras, wasSiteOf, Battle of Arras (1914)]
Generated description
The Battle of Arras (1914) was a World War I engagement on the Western Front in which French and German forces clashed around the strategic city of Arras during the early stages of the war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Arras (1914)
Target entity description: The Battle of Arras (1914) was a World War I engagement on the Western Front in which French and German forces clashed around the strategic city of Arras during the early stages 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 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.
  • C. Battle of the Sambre (1914)
    The Battle of the Sambre (1914) was a major early World War I clash in August 1914 between French and German forces along the Sambre River in Belgium, resulting in a significant French defeat during the initial German advance.
  • 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. Battle of Cambrai (1918)
    The Battle of Cambrai (1918) was a major late-World War I Allied offensive in northern France that helped break the Hindenburg Line and contributed significantly to the final collapse of German resistance.
  • 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_69ca82b00cb48190b59a300f70e97bd7 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f4c79388190aecee6e313071a17 completed March 31, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc570cfad08190a8ed35ef2a47f497 completed March 31, 2026, 11:21 p.m.
NEDg Description generation batch_69cc58acba3c8190b7d09aa23b5f10f8 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cc9161c8190aae90f453f6d98c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:24 p.m.