Triple

T4326904
Position Surface form Disambiguated ID Type / Status
Subject London Bills of Mortality E96653 entity
Predicate influenced P9 FINISHED
Object William Petty
William Petty was a 17th-century English economist, scientist, and statistician known as a pioneer of political arithmetic and early demographic analysis.
E431060 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: William Petty | Statement: [London Bills of Mortality, influenced, William Petty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Petty
Context triple: [London Bills of Mortality, influenced, William Petty]
  • A. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • B. Arthur Young
    Arthur Young was a British-born American actor active in mid-20th-century film and television, known for supporting roles in dramas and thrillers.
  • C. Robert Torrens
    Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
  • D. Thomas Tooke
    Thomas Tooke was a 19th-century British economist and statistician best known for his pioneering work on price history and monetary theory, particularly through his multi-volume "History of Prices."
  • E. François Quesnay
    François Quesnay was an 18th-century French economist and leading figure of the Physiocratic school, known for his influential economic theories emphasizing agriculture as the source of national wealth.
  • 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: William Petty
Triple: [London Bills of Mortality, influenced, William Petty]
Generated description
William Petty was a 17th-century English economist, scientist, and statistician known as a pioneer of political arithmetic and early demographic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Petty
Target entity description: William Petty was a 17th-century English economist, scientist, and statistician known as a pioneer of political arithmetic and early demographic analysis.
  • A. Francis Ysidro Edgeworth
    Francis Ysidro Edgeworth was a pioneering Irish economist and statistician known for his foundational contributions to microeconomic theory, welfare economics, and the development of mathematical economics.
  • B. Arthur Young
    Arthur Young was a British-born American actor active in mid-20th-century film and television, known for supporting roles in dramas and thrillers.
  • C. Robert Torrens
    Robert Torrens was a 19th-century Irish-born British economist, politician, and influential early theorist of international trade and comparative advantage.
  • D. Thomas Tooke
    Thomas Tooke was a 19th-century British economist and statistician best known for his pioneering work on price history and monetary theory, particularly through his multi-volume "History of Prices."
  • E. François Quesnay
    François Quesnay was an 18th-century French economist and leading figure of the Physiocratic school, known for his influential economic theories emphasizing agriculture as the source of national wealth.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35131f11881909e2d5415a70d5785 completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09861a4819086a88bb42a8ea2e4 completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d11a30a08190b9f58fadd2415559 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d194975481908b029ab106223c6c completed March 14, 2026, 9:22 p.m.
Created at: March 12, 2026, 11:13 p.m.