Triple

T2448742
Position Surface form Disambiguated ID Type / Status
Subject Battle of the Ardennes (1914) E53652 entity
Predicate precededBy P97 FINISHED
Object Battle of Lorraine
The Battle of Lorraine was an early World War I engagement on the Western Front in August 1914, in which French and German forces clashed in northeastern France as part of the initial French offensive into Alsace-Lorraine.
E280939 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: Battle of Lorraine | Statement: [Battle of the Ardennes (1914), precededBy, Battle of Lorraine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Lorraine
Context triple: [Battle of the Ardennes (1914), precededBy, Battle of Lorraine]
  • A. Battle of the Meuse
    The Battle of the Meuse was a key World War II engagement in May 1940 during the German invasion of France, where German forces forced crossings of the Meuse River to break through Allied defenses.
  • B. Battle of Hannut
    The Battle of Hannut was a major World War II tank engagement in May 1940 between French and German forces in Belgium, often cited as one of the first large-scale armored battles in history.
  • C. Battle of Wissembourg
    The Battle of Wissembourg was an 1870 engagement in the early stages of the Franco-Prussian War in which Prussian and German forces decisively defeated a smaller French corps, opening the way for further advances into France.
  • D. Battle of Metz
    The Battle of Metz was a prolonged World War II campaign in late 1944 in which U.S. forces struggled to capture the heavily fortified French city of Metz from German defenders.
  • E. Battle of Lauffeld
    The Battle of Lauffeld was a 1747 engagement in present-day Belgium in which French forces under Marshal Maurice de Saxe defeated an allied British, Dutch, and Austrian army led by the Duke of Cumberland.
  • 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 Lorraine
Triple: [Battle of the Ardennes (1914), precededBy, Battle of Lorraine]
Generated description
The Battle of Lorraine was an early World War I engagement on the Western Front in August 1914, in which French and German forces clashed in northeastern France as part of the initial French offensive into Alsace-Lorraine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Lorraine
Target entity description: The Battle of Lorraine was an early World War I engagement on the Western Front in August 1914, in which French and German forces clashed in northeastern France as part of the initial French offensive into Alsace-Lorraine.
  • A. Battle of the Meuse
    The Battle of the Meuse was a key World War II engagement in May 1940 during the German invasion of France, where German forces forced crossings of the Meuse River to break through Allied defenses.
  • B. Battle of Hannut
    The Battle of Hannut was a major World War II tank engagement in May 1940 between French and German forces in Belgium, often cited as one of the first large-scale armored battles in history.
  • C. Battle of Wissembourg
    The Battle of Wissembourg was an 1870 engagement in the early stages of the Franco-Prussian War in which Prussian and German forces decisively defeated a smaller French corps, opening the way for further advances into France.
  • D. Battle of Metz
    The Battle of Metz was a prolonged World War II campaign in late 1944 in which U.S. forces struggled to capture the heavily fortified French city of Metz from German defenders.
  • E. Battle of Lauffeld
    The Battle of Lauffeld was a 1747 engagement in present-day Belgium in which French forces under Marshal Maurice de Saxe defeated an allied British, Dutch, and Austrian army led by the Duke of Cumberland.
  • 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_69ab495d227c8190b26ae6548eeb1019 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd0dc7ed88190920afd4817c621c9 completed March 7, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69af8376d6dc81909bf1e5caefb304ef completed March 10, 2026, 2:35 a.m.
NEDg Description generation batch_69af845372448190af97bd61652787ba completed March 10, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69af84c22da08190bc06c4177cc05856 completed March 10, 2026, 2:41 a.m.
Created at: March 6, 2026, 9:43 p.m.