Triple
T4835581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Fifth Army |
E108049
|
entity |
| Predicate | engagement |
P1256
|
FINISHED |
| Object | Battle of the Frontiers |
E111369
|
NE FINISHED |
How this triple was built (2 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 the Frontiers | Statement: [French Fifth Army, engagement, Battle of the Frontiers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of the Frontiers Context triple: [French Fifth Army, engagement, Battle of the Frontiers]
-
A.
Battle of the Frontiers
chosen
The Battle of the Frontiers was a series of early World War I engagements in August 1914 along the French-German and Belgian borders, where initial clashes between the Allies and Germany set the stage for the subsequent Western Front stalemate.
-
B.
Battle of Liège
The Battle of Liège was the opening engagement of World War I on the Western Front, where German forces launched a major assault on Belgium’s fortified city of Liège in August 1914.
-
C.
Battle of Verdun
The Battle of Verdun was one of the longest and bloodiest engagements of World War I, symbolizing the brutal attrition warfare on the Western Front between France and Germany in 1916.
-
D.
Sambre–Meuse campaign
The Sambre–Meuse campaign was a major 1794 French Revolutionary offensive in the Low Countries that secured decisive victories over Coalition forces and helped shift the war’s momentum in favor of revolutionary France.
-
E.
Battle of Mons
The Battle of Mons was a First World War engagement in August 1914 where the British Expeditionary Force first clashed with the German army in Belgium, marking the start of Britain's major ground fighting on the Western Front.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43fbe444819085cb970706ef73f7 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6ce00cd48190a675fb75eae152c2 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4dda71e08190a28215f91405a4e1 |
completed | March 21, 2026, 7:50 a.m. |
Created at: March 20, 2026, 1:25 p.m.