Triple

T9870391
Position Surface form Disambiguated ID Type / Status
Subject Battle of Loos E239940 entity
Predicate partOf P40 FINISHED
Object Allied autumn offensive of 1915
The Allied autumn offensive of 1915 was a coordinated series of major Entente attacks on the Western Front during World War I, aimed at breaking the stalemate through large-scale assaults such as the Battle of Loos.
E826853 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: Allied autumn offensive of 1915 | Statement: [Battle of Loos, partOf, Allied autumn offensive of 1915]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allied autumn offensive of 1915
Context triple: [Battle of Loos, partOf, Allied autumn offensive of 1915]
  • A. Hundred Days Offensive
    The Hundred Days Offensive was the final series of Allied attacks on the Western Front in 1918 that decisively broke German resistance and led to the end of World War I.
  • B. Nivelle Offensive
    The Nivelle Offensive was a major but ultimately disastrous French-led Allied attack on the Western Front in 1917, intended to break the stalemate of trench warfare but resulting in heavy casualties and widespread mutinies in the French Army.
  • C. Brusilov Offensive
    The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
  • D. German Spring Offensive (1918)
    The German Spring Offensive of 1918 was a major series of German attacks on the Western Front during World War I, launched in a final attempt to break Allied lines before American forces could fully deploy.
  • E. June Offensive
    The June Offensive, better known as the Brusilov Offensive, was a major 1916 Russian campaign on the Eastern Front of World War I that inflicted severe losses on Austro-Hungarian forces and is often regarded as one of the most successful Allied offensives of the war.
  • 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: Allied autumn offensive of 1915
Triple: [Battle of Loos, partOf, Allied autumn offensive of 1915]
Generated description
The Allied autumn offensive of 1915 was a coordinated series of major Entente attacks on the Western Front during World War I, aimed at breaking the stalemate through large-scale assaults such as the Battle of Loos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allied autumn offensive of 1915
Target entity description: The Allied autumn offensive of 1915 was a coordinated series of major Entente attacks on the Western Front during World War I, aimed at breaking the stalemate through large-scale assaults such as the Battle of Loos.
  • A. Hundred Days Offensive
    The Hundred Days Offensive was the final series of Allied attacks on the Western Front in 1918 that decisively broke German resistance and led to the end of World War I.
  • B. Nivelle Offensive
    The Nivelle Offensive was a major but ultimately disastrous French-led Allied attack on the Western Front in 1917, intended to break the stalemate of trench warfare but resulting in heavy casualties and widespread mutinies in the French Army.
  • C. Brusilov Offensive
    The Brusilov Offensive was a major World War I campaign launched by Russia in 1916 that inflicted devastating losses on Austria-Hungary and is often regarded as one of the most successful Allied offensives of the war.
  • D. German Spring Offensive (1918)
    The German Spring Offensive of 1918 was a major series of German attacks on the Western Front during World War I, launched in a final attempt to break Allied lines before American forces could fully deploy.
  • E. June Offensive
    The June Offensive, better known as the Brusilov Offensive, was a major 1916 Russian campaign on the Eastern Front of World War I that inflicted severe losses on Austro-Hungarian forces and is often regarded as one of the most successful Allied offensives of the war.
  • 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_69ca84e7506c819095cbde4ff16512bb completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3d62628819094786a49b9bcd09b completed April 2, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e468630c81908d5c72f70e2c6fe4 completed April 5, 2026, 4:26 a.m.
NEDg Description generation batch_69d1e5a99e4081909f5712a264e1b495 completed April 5, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69d1e62c0638819091c7eb9b09ce20aa completed April 5, 2026, 4:33 a.m.
Created at: March 30, 2026, 8:36 p.m.