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.