Triple

T19938708
Position Surface form Disambiguated ID Type / Status
Subject Troy H. Middleton E479244 entity
Predicate participatedIn P149 FINISHED
Object Battle of the Bulge — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Bulge | Statement: [Troy H. Middleton, participatedIn, Battle of the Bulge]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Battle of the Bulge
Context triple: [Troy H. Middleton, participatedIn, Battle of the Bulge]
  • A. Battle of the Bulge chosen
    The Battle of the Bulge was a major German offensive in the winter of 1944–1945 on the Western Front, notable as the last significant Nazi counterattack and one of the bloodiest battles fought by U.S. forces in World War II.
  • B. Battle of the Ardennes
    The Battle of the Ardennes was a major early World War I engagement in August 1914, in which French and German forces clashed in the forested Ardennes region as part of the larger Battle of the Frontiers on the Western Front.
  • C. Army of the Ardennes
    The Army of the Ardennes was a French Revolutionary field army that operated along the Ardennes frontier during the early 1790s, participating in campaigns against coalition forces.
  • D. Battle of the Hürtgen Forest
    The Battle of the Hürtgen Forest was a prolonged and brutal World War II campaign fought between U.S. and German forces in dense woodland near the German-Belgian border, noted for its heavy casualties and limited strategic gains.
  • E. Battle of the Colmar Pocket
    The Battle of the Colmar Pocket was a World War II campaign in early 1945 in which Allied forces eliminated a German bridgehead in Alsace, France, under harsh winter conditions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d8e522a17c819095165d4d24939fd8 elicitation completed
NER batch_69e65a190ac08190b9dc7955c9764a71 ner completed
Created at: April 10, 2026, 1:53 p.m.