Triple

T10436712
Position Surface form Disambiguated ID Type / Status
Subject Battle of Liège E246060 entity
Predicate category P87 FINISHED
Object Battles of the Western Front (World War I)
Battles of the Western Front (World War I) were a series of major land engagements primarily between German forces and the Allied powers along a fortified line stretching from the North Sea to the Swiss border, characterized by trench warfare and massive casualties.
E866600 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: Battles of the Western Front (World War I) | Statement: [Battle of Liège, category, Battles of the Western Front (World War I)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battles of the Western Front (World War I)
Context triple: [Battle of Liège, category, Battles of the Western Front (World War I)]
  • A. Battle of the Somme
    The Battle of the Somme was a major and notoriously bloody 1916 World War I offensive on the Western Front, remembered for its massive casualties and limited territorial gains.
  • B. Campaigns of World War I
    The Campaigns of World War I comprise the major military operations and theaters of conflict fought across Europe, Africa, the Middle East, and other regions between 1914 and 1918.
  • C. Ypres Salient fighting
    Ypres Salient fighting refers to the prolonged and brutal series of World War I battles around the Belgian town of Ypres, marked by trench warfare, massive casualties, and the first large-scale use of poison gas on the Western Front.
  • D. World War I battlefields
    World War I battlefields are the former front-line landscapes across Europe and beyond where major First World War combat took place, now preserved or remembered as historic sites of conflict, sacrifice, and commemoration.
  • E. 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.
  • 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: Battles of the Western Front (World War I)
Triple: [Battle of Liège, category, Battles of the Western Front (World War I)]
Generated description
Battles of the Western Front (World War I) were a series of major land engagements primarily between German forces and the Allied powers along a fortified line stretching from the North Sea to the Swiss border, characterized by trench warfare and massive casualties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battles of the Western Front (World War I)
Target entity description: Battles of the Western Front (World War I) were a series of major land engagements primarily between German forces and the Allied powers along a fortified line stretching from the North Sea to the Swiss border, characterized by trench warfare and massive casualties.
  • A. Battle of the Somme
    The Battle of the Somme was a major and notoriously bloody 1916 World War I offensive on the Western Front, remembered for its massive casualties and limited territorial gains.
  • B. Campaigns of World War I
    The Campaigns of World War I comprise the major military operations and theaters of conflict fought across Europe, Africa, the Middle East, and other regions between 1914 and 1918.
  • C. Ypres Salient fighting
    Ypres Salient fighting refers to the prolonged and brutal series of World War I battles around the Belgian town of Ypres, marked by trench warfare, massive casualties, and the first large-scale use of poison gas on the Western Front.
  • D. World War I battlefields
    World War I battlefields are the former front-line landscapes across Europe and beyond where major First World War combat took place, now preserved or remembered as historic sites of conflict, sacrifice, and commemoration.
  • E. 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.
  • 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_69d381bf3dc08190bf35a2643e4e8f22 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea853c308190be95ae8dffe67ac1 completed April 7, 2026, 11:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc374f6c8190a44b9da27be343e4 completed April 10, 2026, 11:17 a.m.
NEDg Description generation batch_69d8e8c683608190aa4333ed38e79f53 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:14 p.m.