Triple

T9533947
Position Surface form Disambiguated ID Type / Status
Subject Army of the Eastern Pyrenees E229964 entity
Predicate notableCommander P1197 FINISHED
Object Louis-Charles de Flers
Louis-Charles de Flers was a French Revolutionary general who led Republican forces in the Pyrenean campaigns against Spain.
 E808285 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: Louis-Charles de Flers | Statement: [Army of the Eastern Pyrenees, notableCommander, Louis-Charles de Flers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louis-Charles de Flers
Context triple: [Army of the Eastern Pyrenees, notableCommander, Louis-Charles de Flers]
  • A. François Christophe de Kellermann
    François Christophe de Kellermann was a prominent French military commander and Marshal of France who played a key role in the Revolutionary and Napoleonic Wars, notably at the Battle of Valmy.
  • B. François Étienne de Kellermann
    François Étienne de Kellermann was a French cavalry general of the Revolutionary and Napoleonic Wars, noted for his decisive charge that helped secure Napoleon’s victory at the Battle of Marengo.
  • C. Marshal François-Joseph Lefebvre
    Marshal François-Joseph Lefebvre was a prominent French military leader and Marshal of the Empire under Napoleon, noted for his command in major Revolutionary and Napoleonic campaigns.
  • D. Jacques François Dugommier
    Jacques François Dugommier was a French Revolutionary general noted for his decisive leadership in several key campaigns, including the early victories of the Revolutionary Wars.
  • E. Louis-Gabriel Suchet
    Louis-Gabriel Suchet was a distinguished French marshal of the Napoleonic Wars, renowned for his effective command and administrative skill, particularly in campaigns in Italy and Spain.
  • 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: Louis-Charles de Flers
Triple: [Army of the Eastern Pyrenees, notableCommander, Louis-Charles de Flers]
Generated description
Louis-Charles de Flers was a French Revolutionary general who led Republican forces in the Pyrenean campaigns against Spain.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louis-Charles de Flers
Target entity description: Louis-Charles de Flers was a French Revolutionary general who led Republican forces in the Pyrenean campaigns against Spain.
  • A. François Christophe de Kellermann
    François Christophe de Kellermann was a prominent French military commander and Marshal of France who played a key role in the Revolutionary and Napoleonic Wars, notably at the Battle of Valmy.
  • B. François Étienne de Kellermann
    François Étienne de Kellermann was a French cavalry general of the Revolutionary and Napoleonic Wars, noted for his decisive charge that helped secure Napoleon’s victory at the Battle of Marengo.
  • C. Marshal François-Joseph Lefebvre
    Marshal François-Joseph Lefebvre was a prominent French military leader and Marshal of the Empire under Napoleon, noted for his command in major Revolutionary and Napoleonic campaigns.
  • D. Jacques François Dugommier
    Jacques François Dugommier was a French Revolutionary general noted for his decisive leadership in several key campaigns, including the early victories of the Revolutionary Wars.
  • E. Louis-Gabriel Suchet
    Louis-Gabriel Suchet was a distinguished French marshal of the Napoleonic Wars, renowned for his effective command and administrative skill, particularly in campaigns in Italy and Spain.
  • 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98c9fef88190beb291b41ee26066 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1612f86ac8190a19a2d17b25c08e6 completed April 4, 2026, 7:06 p.m.
NEDg Description generation batch_69d161c432b08190ba848159cc26a00c completed April 4, 2026, 7:08 p.m.
NED2 Entity disambiguation (via description) batch_69d162fc597081909a57f842e41b1ad4 completed April 4, 2026, 7:14 p.m.
Created at: March 30, 2026, 8 p.m.