Triple

T2509148
Position Surface form Disambiguated ID Type / Status
Subject New Classical macroeconomics E52658 entity
Predicate associatedWith P37 FINISHED
Object Neil Wallace
Neil Wallace is an American economist known for his influential contributions to New Classical macroeconomics, particularly in monetary theory and the microfoundations of macroeconomic models.
 E273019 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: Neil Wallace | Statement: [New Classical macroeconomics, associatedWith, Neil Wallace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neil Wallace
Context triple: [New Classical macroeconomics, associatedWith, Neil Wallace]
  • A. Alasdair Roberts
    Alasdair Roberts is a Scottish folk musician and singer-songwriter known for his intricate guitar work, traditional balladry, and releases on independent labels such as Drag City.
  • B. Alasdair Steedman
    Alasdair Steedman was a senior Royal Air Force officer who rose to high command, including leadership of the RAF’s Fighter Command.
  • C. Nick Laird
    Nick Laird is a Northern Irish poet, novelist, and lawyer known for his acclaimed poetry collections and fiction, as well as his marriage to writer Zadie Smith.
  • D. Phil Woolpert
    Phil Woolpert was a prominent American college basketball coach best known for leading the University of San Francisco to multiple national championships in the 1950s.
  • E. Duncan Stewart
    Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
  • 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: Neil Wallace
Triple: [New Classical macroeconomics, associatedWith, Neil Wallace]
Generated description
Neil Wallace is an American economist known for his influential contributions to New Classical macroeconomics, particularly in monetary theory and the microfoundations of macroeconomic models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neil Wallace
Target entity description: Neil Wallace is an American economist known for his influential contributions to New Classical macroeconomics, particularly in monetary theory and the microfoundations of macroeconomic models.
  • A. Alasdair Roberts
    Alasdair Roberts is a Scottish folk musician and singer-songwriter known for his intricate guitar work, traditional balladry, and releases on independent labels such as Drag City.
  • B. Alasdair Steedman
    Alasdair Steedman was a senior Royal Air Force officer who rose to high command, including leadership of the RAF’s Fighter Command.
  • C. Nick Laird
    Nick Laird is a Northern Irish poet, novelist, and lawyer known for his acclaimed poetry collections and fiction, as well as his marriage to writer Zadie Smith.
  • D. Phil Woolpert
    Phil Woolpert was a prominent American college basketball coach best known for leading the University of San Francisco to multiple national championships in the 1950s.
  • E. Duncan Stewart
    Duncan Stewart is a music producer best known for his work on U2’s album "Songs of Surrender."
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1ec68dc8190aff3d1d2d68b9bcb completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1faa33148190a3ad6ece7432b81f completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af20aafd008190ad9fee7c154f8597 completed March 9, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69af2193102c81908f5fe1c899cc1a85 completed March 9, 2026, 7:37 p.m.
Created at: March 6, 2026, 9:46 p.m.