Triple

T4835574
Position Surface form Disambiguated ID Type / Status
Subject French Fifth Army E108049 entity
Predicate commander P1061 FINISHED
Object Louis Franchet d'Espèrey E92092 NE FINISHED

How this triple was built (2 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: Louis Franchet d'Espèrey | Statement: [French Fifth Army, commander, Louis Franchet d'Espèrey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louis Franchet d'Espèrey
Context triple: [French Fifth Army, commander, Louis Franchet d'Espèrey]
  • A. Louis Franchet d'Espèrey chosen
    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. Maurice Sarrail
    Maurice Sarrail was a French Army general of World War I, known for his left-wing republican views and controversial command of Allied forces on the Macedonian (Salonika) front.
  • C. 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.
  • D. 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.
  • E. Bernard de Lattre de Tassigny
    Bernard de Lattre de Tassigny was a French Army officer and the only son of Marshal Jean de Lattre de Tassigny, killed in action during the First Indochina War and later symbolizing the sacrifice of France’s postwar generation.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ce00cd48190a675fb75eae152c2 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cbbc8a08190b01e4ca717260a20 completed March 21, 2026, 8:54 a.m.
Created at: March 20, 2026, 1:25 p.m.