Triple

T913690
Position Surface form Disambiguated ID Type / Status
Subject Directory E19720 entity
Predicate notableLeader P304 FINISHED
Object François de Neufchâteau
François de Neufchâteau was a French statesman, writer, and poet who served as a prominent political figure during the French Revolution and the early years of the French Republic.
E128810 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: François de Neufchâteau | Statement: [Directory, notableLeader, François de Neufchâteau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: François de Neufchâteau
Context triple: [Directory, notableLeader, François de Neufchâteau]
  • A. François-Henri de Montmorency, duc de Luxembourg
    François-Henri de Montmorency, duc de Luxembourg, was a prominent 17th-century French general and marshal of France renowned for his victories under Louis XIV during the Dutch and Nine Years' Wars.
  • B. Louis Henri de La Tour d’Auvergne
    Louis Henri de La Tour d’Auvergne was an 18th-century French nobleman and military officer from the prominent La Tour d’Auvergne family, noted for his high rank and influence at the royal court.
  • C. 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.
  • D. Louis-Marie-Athanase de Loménie de Brienne
    Louis-Marie-Athanase de Loménie de Brienne was an 18th-century French nobleman and statesman who served as a minister under King Louis XVI.
  • E. Marquis de Segonzac
    Marquis de Segonzac was a French explorer and mountaineer known for leading the first recorded ascent of North Africa’s highest peak, Toubkal, in the early 20th 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: François de Neufchâteau
Triple: [Directory, notableLeader, François de Neufchâteau]
Generated description
François de Neufchâteau was a French statesman, writer, and poet who served as a prominent political figure during the French Revolution and the early years of the French Republic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: François de Neufchâteau
Target entity description: François de Neufchâteau was a French statesman, writer, and poet who served as a prominent political figure during the French Revolution and the early years of the French Republic.
  • A. François-Henri de Montmorency, duc de Luxembourg
    François-Henri de Montmorency, duc de Luxembourg, was a prominent 17th-century French general and marshal of France renowned for his victories under Louis XIV during the Dutch and Nine Years' Wars.
  • B. Louis Henri de La Tour d’Auvergne
    Louis Henri de La Tour d’Auvergne was an 18th-century French nobleman and military officer from the prominent La Tour d’Auvergne family, noted for his high rank and influence at the royal court.
  • C. 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.
  • D. Louis-Marie-Athanase de Loménie de Brienne
    Louis-Marie-Athanase de Loménie de Brienne was an 18th-century French nobleman and statesman who served as a minister under King Louis XVI.
  • E. Marquis de Segonzac
    Marquis de Segonzac was a French explorer and mountaineer known for leading the first recorded ascent of North Africa’s highest peak, Toubkal, in the early 20th 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_69a4939f91a08190ba68c2c81eab90fe completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2e196688190a7c15c9c538d0295 completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac53796d948190b77dc7b875cdbf77 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac53fce9a481908466451b5d549b31 completed March 7, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69ac546db5a081909678bbde71ac1abc completed March 7, 2026, 4:38 p.m.
Created at: March 1, 2026, 7:39 p.m.