Triple

T7362056
Position Surface form Disambiguated ID Type / Status
Subject French Regency (1715–1723) E169773 entity
Predicate notablePoliticalFigure P304 FINISHED
Object John Law
John Law was a Scottish economist and financier who became a powerful advisor in France, where he implemented radical monetary and banking reforms that led to the infamous Mississippi Bubble during the Regency period.
E658052 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: John Law | Statement: [French Regency (1715–1723), notablePoliticalFigure, John Law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Law
Context triple: [French Regency (1715–1723), notablePoliticalFigure, John Law]
  • A. Jean-Baptiste Colbert
    Jean-Baptiste Colbert was a 17th-century French statesman and finance minister under King Louis XIV, known for strengthening royal power and developing mercantilist economic policies.
  • B. Jean Colbert
    Jean Colbert is a personal name most notably associated with individuals bearing the Colbert surname, though no single widely recognized historical or public figure by this exact name is prominent in major records.
  • C. Jacques Necker
    Jacques Necker was an influential Swiss-born banker and statesman who served as finance minister to King Louis XVI of France in the years leading up to the French Revolution.
  • D. François-Joachim de Pierre de Bernis
    François-Joachim de Pierre de Bernis was an 18th-century French cardinal, diplomat, and statesman who served as Louis XV’s foreign minister and later as ambassador to the Holy See.
  • E. Jacques-Nicolas Colbert
    Jacques-Nicolas Colbert was a French churchman and statesman of the influential Colbert family who became Archbishop of Rouen and a prominent figure in the late 17th-century French clergy.
  • 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: John Law
Triple: [French Regency (1715–1723), notablePoliticalFigure, John Law]
Generated description
John Law was a Scottish economist and financier who became a powerful advisor in France, where he implemented radical monetary and banking reforms that led to the infamous Mississippi Bubble during the Regency period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Law
Target entity description: John Law was a Scottish economist and financier who became a powerful advisor in France, where he implemented radical monetary and banking reforms that led to the infamous Mississippi Bubble during the Regency period.
  • A. Jean-Baptiste Colbert
    Jean-Baptiste Colbert was a 17th-century French statesman and finance minister under King Louis XIV, known for strengthening royal power and developing mercantilist economic policies.
  • B. Jean Colbert
    Jean Colbert is a personal name most notably associated with individuals bearing the Colbert surname, though no single widely recognized historical or public figure by this exact name is prominent in major records.
  • C. Jacques Necker
    Jacques Necker was an influential Swiss-born banker and statesman who served as finance minister to King Louis XVI of France in the years leading up to the French Revolution.
  • D. François-Joachim de Pierre de Bernis
    François-Joachim de Pierre de Bernis was an 18th-century French cardinal, diplomat, and statesman who served as Louis XV’s foreign minister and later as ambassador to the Holy See.
  • E. Jacques-Nicolas Colbert
    Jacques-Nicolas Colbert was a French churchman and statesman of the influential Colbert family who became Archbishop of Rouen and a prominent figure in the late 17th-century French clergy.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f15f218081909b5cc7a8cc695055 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fab3a9d88190b9193dd0729eba5a completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fbe2a86881909be54dac809aa9af completed March 28, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_69c7fc84fff48190b4b43da21a9ede51 completed March 28, 2026, 4:06 p.m.
Created at: March 27, 2026, 3:06 p.m.