Triple

T11862170
Position Surface form Disambiguated ID Type / Status
Subject LM curve E282184 entity
Predicate wasFormallyDevelopedBy P101918 FINISHED
Object John Hicks E40411 NE FINISHED

How this triple was built (3 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 Hicks | Statement: [LM curve, wasFormallyDevelopedBy, John Hicks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hicks
Context triple: [LM curve, wasFormallyDevelopedBy, John Hicks]
  • A. John Hicks
    John Hicks was a notable individual interred at Wolvercote Cemetery, recognized locally for his significance to the community or its history.
  • B. John R. Hicks chosen
    John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
  • C. John A. T. Robinson
    John A. T. Robinson was a 20th-century Anglican bishop and theologian best known for his influential and controversial work "Honest to God," which popularized radical and existential approaches to Christian theology.
  • D. Charles Morris
    Charles Morris was a distinguished early 19th-century United States Navy officer noted for his valor and leadership during the War of 1812.
  • E. Lionel W. McKenzie
    Lionel W. McKenzie was an American economist best known for his rigorous mathematical contributions to general equilibrium theory and the formalization of modern microeconomics.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: wasFormallyDevelopedBy
Context triple: [LM curve, wasFormallyDevelopedBy, John Hicks]
  • A. wasDevelopedIn
    Indicates that an entity (such as a product, technology, or work) came into existence or was created during a specific time period or at a particular place.
  • B. formerlyDevelopedBy
    Indicates that an entity was developed in the past by another entity, but is no longer developed by that same party.
  • C. originallyDevelopedIn
    Indicates that something (such as a product, technology, or idea) was first created, designed, or developed in a particular place or context.
  • D. firstDeveloped
    Indicates that one entity was the earliest to create, originate, or bring another entity into existence.
  • E. developedAs
    Indicates that one entity was created, designed, or evolved specifically to function as or replace another entity.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a69b16bc8190999a0c1240f9ce6a completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281844c048190b5476343113f2436 completed April 29, 2026, 10:09 p.m.
PD Predicate disambiguation batch_69d8a2573dbc8190ab432e8e28fde6cc completed April 10, 2026, 7:10 a.m.
PDg Predicate description generation batch_69d8a43cc0c881909fed7cd759fe90b1 completed April 10, 2026, 7:18 a.m.
Created at: April 8, 2026, 9:43 p.m.