Triple

T4959531
Position Surface form Disambiguated ID Type / Status
Subject Battle of the Frontiers E111369 entity
Predicate precededBy P97 FINISHED
Object Battle of Liège E246060 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 Liège | Statement: [Battle of the Frontiers, precededBy, Battle of Liège]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Liège
Context triple: [Battle of the Frontiers, precededBy, Battle of Liège]
  • A. Battle of Liège chosen
    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.
  • B. Battle of the Frontiers
    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.
  • C. Battle of Fort Eben-Emael
    The Battle of Fort Eben-Emael was a pivotal early World War II engagement in May 1940 in which German airborne troops used innovative glider-borne assaults and shaped charges to neutralize a key Belgian fortress, enabling the rapid German advance into Western Europe.
  • D. 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.
  • E. Battle of Hasselt
    The Battle of Hasselt was a key 1831 engagement during the Belgian Revolution in which Dutch forces defeated the Belgian army, helping to temporarily reassert Dutch control during the Ten Days’ Campaign.
  • 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71d957cc8190b82fdd1ca61924bf completed March 20, 2026, 4:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81e4ccc4819090223633fdb04eee completed March 21, 2026, 11:32 a.m.
Created at: March 20, 2026, 1:32 p.m.