Triple

T870596
Position Surface form Disambiguated ID Type / Status
Subject First Battle of the Marne E18802 entity
Predicate commander P1061 FINISHED
Object Joseph Joffre
Joseph Joffre was a French general and Marshal of France best known for his leadership of the French Army during the early years of World War I.
E115656 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: Joseph Joffre | Statement: [First Battle of the Marne, commander, Joseph Joffre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph Joffre
Context triple: [First Battle of the Marne, commander, Joseph Joffre]
  • A. Louis Franchet d'Espèrey
    Louis Franchet d'Espèrey was a prominent French general of World War I, best known for his decisive leadership on the Macedonian front that contributed to the collapse of the Central Powers in the Balkans.
  • B. Robert Nivelle
    Robert Nivelle was a French general of World War I best known for his rapid rise to command and for orchestrating large-scale offensives, most notably the ill-fated Nivelle Offensive of 1917.
  • C. Patrice de MacMahon
    Patrice de MacMahon was a 19th-century French army marshal and conservative statesman who served as President of the French Third Republic from 1873 to 1879.
  • D. François Certain Canrobert
    François Certain Canrobert was a 19th-century French Army marshal who gained prominence for leading French forces during the Crimean War.
  • E. Ferdinand Foch
    Ferdinand Foch was a French general who served as Supreme Allied Commander during the final phase of World War I and played a key role in securing the Allied victory.
  • 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: Joseph Joffre
Triple: [First Battle of the Marne, commander, Joseph Joffre]
Generated description
Joseph Joffre was a French general and Marshal of France best known for his leadership of the French Army during the early years of World War I.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph Joffre
Target entity description: Joseph Joffre was a French general and Marshal of France best known for his leadership of the French Army during the early years of World War I.
  • A. Louis Franchet d'Espèrey
    Louis Franchet d'Espèrey was a prominent French general of World War I, best known for his decisive leadership on the Macedonian front that contributed to the collapse of the Central Powers in the Balkans.
  • B. Robert Nivelle
    Robert Nivelle was a French general of World War I best known for his rapid rise to command and for orchestrating large-scale offensives, most notably the ill-fated Nivelle Offensive of 1917.
  • C. Patrice de MacMahon
    Patrice de MacMahon was a 19th-century French army marshal and conservative statesman who served as President of the French Third Republic from 1873 to 1879.
  • D. François Certain Canrobert
    François Certain Canrobert was a 19th-century French Army marshal who gained prominence for leading French forces during the Crimean War.
  • E. Ferdinand Foch
    Ferdinand Foch was a French general who served as Supreme Allied Commander during the final phase of World War I and played a key role in securing the Allied victory.
  • 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_69ac1cd167188190aa05992376553550 completed March 7, 2026, 12:40 p.m.
NEDg Description generation batch_69ac1d724cc081908296855b3caa5a5f completed March 7, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69ac1e04dc6c8190bcf9c4ffacc78aef completed March 7, 2026, 12:45 p.m.
Created at: March 1, 2026, 7:39 p.m.