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.