Triple

T870598
Position Surface form Disambiguated ID Type / Status
Subject First Battle of the Marne E18802 entity
Predicate commander P1061 FINISHED
Object John French
John French was a British Army officer who served as the first Commander-in-Chief of the British Expeditionary Force during the early years of World War I.
E148027 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: John French | Statement: [First Battle of the Marne, commander, John French]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John French
Context triple: [First Battle of the Marne, commander, John French]
  • A. Edward Mannock
    Edward Mannock was a famed British First World War fighter ace, credited with a high number of aerial victories and celebrated for his leadership and tactical skill in air combat.
  • B. Andrew Cunningham
    Andrew Cunningham was a prominent British Royal Navy admiral of World War II, noted for his leadership in major Mediterranean campaigns and his role in Allied amphibious operations.
  • C. Lloyd Bryce
    Lloyd Bryce was an American editor, politician, and diplomat best known for his influential leadership of the North American Review in the late 19th century.
  • D. Claude Auchinleck
    Claude Auchinleck was a senior British Army officer and field marshal best known for his leadership of Allied forces in the Middle East during the early stages of World War II.
  • E. Oliver Leese
    Oliver Leese was a British Army general of the Second World War, best known for his senior field commands in the Mediterranean and Northwest Europe campaigns.
  • 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: John French
Triple: [First Battle of the Marne, commander, John French]
Generated description
John French was a British Army officer who served as the first Commander-in-Chief of the British Expeditionary Force during the early years of World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John French
Target entity description: John French was a British Army officer who served as the first Commander-in-Chief of the British Expeditionary Force during the early years of World War I.
  • A. Edward Mannock
    Edward Mannock was a famed British First World War fighter ace, credited with a high number of aerial victories and celebrated for his leadership and tactical skill in air combat.
  • B. Andrew Cunningham
    Andrew Cunningham was a prominent British Royal Navy admiral of World War II, noted for his leadership in major Mediterranean campaigns and his role in Allied amphibious operations.
  • C. Lloyd Bryce
    Lloyd Bryce was an American editor, politician, and diplomat best known for his influential leadership of the North American Review in the late 19th century.
  • D. Claude Auchinleck
    Claude Auchinleck was a senior British Army officer and field marshal best known for his leadership of Allied forces in the Middle East during the early stages of World War II.
  • E. Oliver Leese
    Oliver Leese was a British Army general of the Second World War, best known for his senior field commands in the Mediterranean and Northwest Europe campaigns.
  • 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_69a4938db1f081909bcd1ad2713b6096 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac94d5ac81909feee876696da589 completed March 1, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69acaca531348190b47f98bc825b1307 completed March 7, 2026, 10:54 p.m.
NEDg Description generation batch_69acad2bc82c81909ec4c314e4fe7cc7 completed March 7, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69acae0dc4708190bc3a9918391e6739 completed March 7, 2026, 11 p.m.
Created at: March 1, 2026, 7:39 p.m.