Triple

T20022822
Position Surface form Disambiguated ID Type / Status
Subject Gresham College E494903 entity
Predicate hasNotableProfessor P13831 FINISHED
Object Charles Goodhart
Charles Goodhart is a prominent British economist and former Bank of England policymaker best known for formulating Goodhart’s Law and his influential work on monetary policy and financial regulation.
 E1406788 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: Charles Goodhart | Statement: [Gresham College, hasNotableProfessor, Charles Goodhart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Charles Goodhart
Context triple: [Gresham College, hasNotableProfessor, Charles Goodhart]
  • A. Al Goodhart
    Al Goodhart was an American songwriter and composer active in the early to mid-20th century, known for co-writing popular standards in the Tin Pan Alley and swing eras.
  • B. James Meade
    James Meade was an American military officer after whom Meade County in Kentucky was named, recognized for his service in the early 19th century.
  • C. James Meade
    James Meade was a British economist and Nobel Prize laureate renowned for his influential work on international trade and economic policy.
  • D. Roy Harrod
    Roy Harrod was a British economist best known for his work on dynamic macroeconomic theory and for co-developing the Harrod–Domar growth model.
  • E. Andrew Haldane
    Andrew Haldane is a British economist best known for serving as Chief Economist of the Bank of England and for his influential work on financial stability and economic policy.
  • 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: Charles Goodhart
Triple: [Gresham College, hasNotableProfessor, Charles Goodhart]
Generated description
Charles Goodhart is a prominent British economist and former Bank of England policymaker best known for formulating Goodhart’s Law and his influential work on monetary policy and financial regulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Charles Goodhart
Target entity description: Charles Goodhart is a prominent British economist and former Bank of England policymaker best known for formulating Goodhart’s Law and his influential work on monetary policy and financial regulation.
  • A. Al Goodhart
    Al Goodhart was an American songwriter and composer active in the early to mid-20th century, known for co-writing popular standards in the Tin Pan Alley and swing eras.
  • B. James Meade
    James Meade was an American military officer after whom Meade County in Kentucky was named, recognized for his service in the early 19th century.
  • C. James Meade
    James Meade was a British economist and Nobel Prize laureate renowned for his influential work on international trade and economic policy.
  • D. Roy Harrod
    Roy Harrod was a British economist best known for his work on dynamic macroeconomic theory and for co-developing the Harrod–Domar growth model.
  • E. Andrew Haldane
    Andrew Haldane is a British economist best known for serving as Chief Economist of the Bank of England and for his influential work on financial stability and economic policy.
  • 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66288fc18819083833b55c5e069a6 completed April 20, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a080e2d32008190a770addba6e44adb completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080ec9c56481908b69834b5a1ae105 completed May 16, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_6a080f6e218c8190b4c7b0d5de9f984c completed May 16, 2026, 6:32 a.m.
Created at: April 11, 2026, 3:35 p.m.