Triple

T2047723
Position Surface form Disambiguated ID Type / Status
Subject Hundred Days Offensive E45491 entity
Predicate notableBattle P259 FINISHED
Object Meuse–Argonne Offensive
The Meuse–Argonne Offensive was a major World War I Allied campaign on the Western Front in 1918, involving large-scale American forces and contributing significantly to the final defeat of Germany.
E231936 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: Meuse–Argonne Offensive | Statement: [Hundred Days Offensive, notableBattle, Meuse–Argonne Offensive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Meuse–Argonne Offensive
Context triple: [Hundred Days Offensive, notableBattle, Meuse–Argonne Offensive]
  • A. Battle of Saint-Mihiel
    The Battle of Saint-Mihiel was a major World War I engagement in September 1918 that marked the first independent American-led offensive, showcasing the growing strength of the American Expeditionary Forces.
  • B. Battle of Belleau Wood
    The Battle of Belleau Wood was a pivotal World War I engagement in 1918 where U.S. Marines, fighting alongside French forces, halted a major German offensive near the Marne and cemented the Marine Corps’ reputation for fierce combat.
  • C. Second Battle of the Marne
    The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
  • D. Arras Offensive
    The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
  • E. Battle of Blanc Mont Ridge
    The Battle of Blanc Mont Ridge was a major World War I offensive in October 1918 in Champagne, France, where American and French forces, including U.S. Marines, broke key German defensive positions and helped pave the way for the war’s end.
  • 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: Meuse–Argonne Offensive
Triple: [Hundred Days Offensive, notableBattle, Meuse–Argonne Offensive]
Generated description
The Meuse–Argonne Offensive was a major World War I Allied campaign on the Western Front in 1918, involving large-scale American forces and contributing significantly to the final defeat of Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Meuse–Argonne Offensive
Target entity description: The Meuse–Argonne Offensive was a major World War I Allied campaign on the Western Front in 1918, involving large-scale American forces and contributing significantly to the final defeat of Germany.
  • A. Battle of Saint-Mihiel
    The Battle of Saint-Mihiel was a major World War I engagement in September 1918 that marked the first independent American-led offensive, showcasing the growing strength of the American Expeditionary Forces.
  • B. Battle of Belleau Wood
    The Battle of Belleau Wood was a pivotal World War I engagement in 1918 where U.S. Marines, fighting alongside French forces, halted a major German offensive near the Marne and cemented the Marine Corps’ reputation for fierce combat.
  • C. Second Battle of the Marne
    The Second Battle of the Marne was a major 1918 World War I offensive and counteroffensive on the Western Front that marked the last significant German attack and a decisive turning point in favor of the Allies.
  • D. Arras Offensive
    The Arras Offensive was a major British-led Allied attack on the Western Front in April–May 1917, intended to break through German lines near the French city of Arras during World War I.
  • E. Battle of Blanc Mont Ridge
    The Battle of Blanc Mont Ridge was a major World War I offensive in October 1918 in Champagne, France, where American and French forces, including U.S. Marines, broke key German defensive positions and helped pave the way for the war’s end.
  • 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_69a8891948208190ab7898da21824c77 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb974e8488190887b840c2cb88b3a completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae27170870819083112aee662c681c completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29ee1db88190b137cf3840cb1146 completed March 9, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69ae2a3bd7c08190898c7a7627cabf2b completed March 9, 2026, 2:02 a.m.
Created at: March 4, 2026, 7:39 p.m.