Triple

T573463
Position Surface form Disambiguated ID Type / Status
Subject Battle of Malplaquet E13711 entity
Predicate commander P1061 FINISHED
Object Louis François, duc de Boufflers
Louis François, duc de Boufflers was a prominent French marshal and nobleman of the late 17th and early 18th centuries, noted for his skilled leadership in major conflicts of Louis XIV’s reign.
E73289 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 François, duc de Boufflers | Statement: [Battle of Malplaquet, commander, Louis François, duc de Boufflers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis François, duc de Boufflers
Context triple: [Battle of Malplaquet, commander, Louis François, duc de Boufflers]
  • A. Louis Alexandre, Count of Toulouse
    Louis Alexandre, Count of Toulouse was an illegitimate but later legitimized son of King Louis XIV who became a prominent French admiral and high-ranking noble during the late 17th and early 18th centuries.
  • B. Louis II de Bourbon, Prince de Condé
    Louis II de Bourbon, Prince de Condé was a 17th-century French general and nobleman renowned as one of France’s greatest military commanders, noted for victories such as the Battle of Rocroi and his complex role in the Fronde.
  • C. Marshal François de Neufville, Duke of Villeroi
    Marshal François de Neufville, Duke of Villeroi, was a prominent French general and courtier under Louis XIV, remembered for his high noble status and several major military defeats during the War of the Spanish Succession.
  • D. Charles-Louis
    Charles-Louis was the given name of Montesquieu, the influential French Enlightenment thinker best known for his theory of the separation of powers in government.
  • E. Philippe I, Duke of Orléans
    Philippe I, Duke of Orléans was the younger brother of King Louis XIV of France, a prominent military commander and influential prince of the blood during the 17th century.
  • 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 François, duc de Boufflers
Triple: [Battle of Malplaquet, commander, Louis François, duc de Boufflers]
Generated description
Louis François, duc de Boufflers was a prominent French marshal and nobleman of the late 17th and early 18th centuries, noted for his skilled leadership in major conflicts of Louis XIV’s reign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis François, duc de Boufflers
Target entity description: Louis François, duc de Boufflers was a prominent French marshal and nobleman of the late 17th and early 18th centuries, noted for his skilled leadership in major conflicts of Louis XIV’s reign.
  • A. Louis Alexandre, Count of Toulouse
    Louis Alexandre, Count of Toulouse was an illegitimate but later legitimized son of King Louis XIV who became a prominent French admiral and high-ranking noble during the late 17th and early 18th centuries.
  • B. Louis II de Bourbon, Prince de Condé
    Louis II de Bourbon, Prince de Condé was a 17th-century French general and nobleman renowned as one of France’s greatest military commanders, noted for victories such as the Battle of Rocroi and his complex role in the Fronde.
  • C. Marshal François de Neufville, Duke of Villeroi
    Marshal François de Neufville, Duke of Villeroi, was a prominent French general and courtier under Louis XIV, remembered for his high noble status and several major military defeats during the War of the Spanish Succession.
  • D. Charles-Louis
    Charles-Louis was the given name of Montesquieu, the influential French Enlightenment thinker best known for his theory of the separation of powers in government.
  • E. Philippe I, Duke of Orléans
    Philippe I, Duke of Orléans was the younger brother of King Louis XIV of France, a prominent military commander and influential prince of the blood during the 17th century.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b4ae0988190bdd0ad428b784d85 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a50e23bce481908404040b848ba9c1 completed March 2, 2026, 4:12 a.m.
NEDg Description generation batch_69a50ed652148190a84c0d2aa5307211 completed March 2, 2026, 4:15 a.m.
NED2 Entity disambiguation (via description) batch_69a50f53c16c8190bbeb7fa550ed46b1 completed March 2, 2026, 4:17 a.m.
Created at: March 1, 2026, 7:33 p.m.