Triple

T128481
Position Surface form Disambiguated ID Type / Status
Subject Siegfried Line E2600 entity
Predicate sawMajorCombat P1549 FINISHED
Object Battle of Aachen
The Battle of Aachen was a major World War II engagement in 1944 in which Allied forces captured the German city of Aachen, marking the first major German city to fall to the Western Allies and breaching Germany’s western defenses.
E26062 NE FINISHED

How this triple was built (5 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 Aachen | Statement: [Siegfried Line, sawMajorCombat, Battle of Aachen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Aachen
Context triple: [Siegfried Line, sawMajorCombat, Battle of Aachen]
  • A. Battle of the Bulge
    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 Valmy
    The Battle of Valmy (1792) was a pivotal early clash of the French Revolutionary Wars in which French revolutionary forces halted a Prussian-led invasion, bolstering the survival of the Revolution and the legitimacy of the new French Republic.
  • C. Battle of Ortona
    The Battle of Ortona was a brutal, house-to-house engagement in December 1943 between Canadian and German forces in the Italian town of Ortona, often called “Little Stalingrad” for its intensity and high casualties.
  • D. Battle of Jemappes
    The Battle of Jemappes was a major 1792 French Revolutionary victory over Austrian forces in present-day Belgium that helped secure French control of the Austrian Netherlands early in the wars.
  • E. Battle of Monte Cassino
    The Battle of Monte Cassino was a series of brutal Allied assaults in 1944 against German defensive positions in central Italy, aimed at breaking through to Rome and marked by heavy casualties and the controversial destruction of the historic abbey.
  • 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: Battle of Aachen
Triple: [Siegfried Line, sawMajorCombat, Battle of Aachen]
Generated description
The Battle of Aachen was a major World War II engagement in 1944 in which Allied forces captured the German city of Aachen, marking the first major German city to fall to the Western Allies and breaching Germany’s western defenses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Aachen
Target entity description: The Battle of Aachen was a major World War II engagement in 1944 in which Allied forces captured the German city of Aachen, marking the first major German city to fall to the Western Allies and breaching Germany’s western defenses.
  • A. Battle of the Bulge
    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 Valmy
    The Battle of Valmy (1792) was a pivotal early clash of the French Revolutionary Wars in which French revolutionary forces halted a Prussian-led invasion, bolstering the survival of the Revolution and the legitimacy of the new French Republic.
  • C. Battle of Ortona
    The Battle of Ortona was a brutal, house-to-house engagement in December 1943 between Canadian and German forces in the Italian town of Ortona, often called “Little Stalingrad” for its intensity and high casualties.
  • D. Battle of Jemappes
    The Battle of Jemappes was a major 1792 French Revolutionary victory over Austrian forces in present-day Belgium that helped secure French control of the Austrian Netherlands early in the wars.
  • E. Battle of Monte Cassino
    The Battle of Monte Cassino was a series of brutal Allied assaults in 1944 against German defensive positions in central Italy, aimed at breaking through to Rome and marked by heavy casualties and the controversial destruction of the historic abbey.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: sawMajorCombat
Context triple: [Siegfried Line, sawMajorCombat, Battle of Aachen]
  • A. militaryConflict
    Indicates a relationship where two or more parties are engaged in organized, armed hostilities or warfare against each other.
  • B. associatedWithWar chosen
    Indicates a relationship where an entity is connected or related to war, such as by involvement, influence, cause, or context.
  • C. usedWarfareType
    Indicates the specific type or method of warfare that an entity employed in a conflict or military context.
  • D. warfareType
    Indicates the specific kind or category of warfare that characterizes a given conflict or military engagement.
  • E. enemyDuringWar
    Indicates that one entity is an enemy of another specifically in the context of a particular war or armed conflict.
  • F. None of above.

Provenance (6 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a25763ccf8819094e8dffb2ff98480 completed Feb. 28, 2026, 2:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3280fa2e08190a367f06d721ed2a3 completed Feb. 28, 2026, 5:38 p.m.
NEDg Description generation batch_69a328cdb208819087aaa0e6149bef79 completed Feb. 28, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69a32921b0408190a13d8e0436d3e145 completed Feb. 28, 2026, 5:42 p.m.
PD Predicate disambiguation batch_69a2564da96c8190aa8204de25229c15 completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:30 a.m.