Triple

T5585306
Position Surface form Disambiguated ID Type / Status
Subject Flanders campaign E146740 entity
Predicate notableCommander P1197 FINISHED
Object Marshal Villars
Marshal Villars was a prominent French general and Marshal of France during the War of the Spanish Succession, renowned for his leadership and victories against Allied forces.
E540550 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: Marshal Villars | Statement: [Flanders campaign, notableCommander, Marshal Villars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshal Villars
Context triple: [Flanders campaign, notableCommander, Marshal Villars]
  • A. Marshal Boufflers
    Marshal Boufflers was a prominent French general and marshal of France under Louis XIV, noted for his skilled defensive leadership in major late 17th-century European conflicts.
  • B. Henri de la Tour d’Auvergne, Vicomte de Turenne
    Henri de la Tour d’Auvergne, Vicomte de Turenne, was a renowned 17th-century French marshal and one of France’s greatest military commanders, celebrated for his strategic brilliance in the Thirty Years’ War and subsequent conflicts.
  • 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. Friedrich von Hotze
    Friedrich von Hotze was an 18th-century Swiss-born general who served in the Habsburg Austrian army during the French Revolutionary Wars, noted for his leadership in several key campaigns.
  • E. Jean-Andoche
    Jean-Andoche was a French general and close associate of Napoleon Bonaparte who rose to prominence during the Revolutionary and Napoleonic Wars.
  • 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: Marshal Villars
Triple: [Flanders campaign, notableCommander, Marshal Villars]
Generated description
Marshal Villars was a prominent French general and Marshal of France during the War of the Spanish Succession, renowned for his leadership and victories against Allied forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshal Villars
Target entity description: Marshal Villars was a prominent French general and Marshal of France during the War of the Spanish Succession, renowned for his leadership and victories against Allied forces.
  • A. Marshal Boufflers
    Marshal Boufflers was a prominent French general and marshal of France under Louis XIV, noted for his skilled defensive leadership in major late 17th-century European conflicts.
  • B. Henri de la Tour d’Auvergne, Vicomte de Turenne
    Henri de la Tour d’Auvergne, Vicomte de Turenne, was a renowned 17th-century French marshal and one of France’s greatest military commanders, celebrated for his strategic brilliance in the Thirty Years’ War and subsequent conflicts.
  • 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. Friedrich von Hotze
    Friedrich von Hotze was an 18th-century Swiss-born general who served in the Habsburg Austrian army during the French Revolutionary Wars, noted for his leadership in several key campaigns.
  • E. Jean-Andoche
    Jean-Andoche was a French general and close associate of Napoleon Bonaparte who rose to prominence during the Revolutionary and Napoleonic Wars.
  • 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_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02085d0e48190b8d185fe7f3d8579 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c059fc908c819087eb9b81fedffb4f completed March 22, 2026, 9:07 p.m.
NEDg Description generation batch_69c05bb6a334819094cff84f16f5285c completed March 22, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69c05c7a03948190b38e2dfcb04fd93e completed March 22, 2026, 9:17 p.m.
Created at: March 22, 2026, 3:38 p.m.