Triple

T8825302
Position Surface form Disambiguated ID Type / Status
Subject Post-Keynesian economics E210000 entity
Predicate developedBy P73 FINISHED
Object Alfred Eichner
Alfred Eichner was an influential American Post-Keynesian economist known for his work on oligopoly, pricing, and the role of large corporations in modern capitalist economies.
E797628 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: Alfred Eichner | Statement: [Post-Keynesian economics, developedBy, Alfred Eichner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alfred Eichner
Context triple: [Post-Keynesian economics, developedBy, Alfred Eichner]
  • A. Alfred Gunzenhauser
    Alfred Gunzenhauser was a German art collector whose extensive collection of modern art became the foundation of the Museum Gunzenhauser in Chemnitz.
  • B. Albert Eggler
    Albert Eggler was a Swiss mountaineer and expedition leader best known for heading the successful 1956 Swiss expedition that achieved the first ascent of Lhotse and additional ascents of Mount Everest.
  • C. Otto Reiniger
    Otto Reiniger was a German landscape painter associated with the Stuttgart art scene in the late 19th and early 20th centuries.
  • D. Gustav Siegle
    Gustav Siegle was a prominent 19th-century German industrialist and patron of the arts from Stuttgart.
  • E. Alfred Dolge
    Alfred Dolge was a 19th-century German-American industrialist and philanthropist known for developing the felt and piano parts industry in upstate New York and founding the community that became Dolgeville.
  • 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: Alfred Eichner
Triple: [Post-Keynesian economics, developedBy, Alfred Eichner]
Generated description
Alfred Eichner was an influential American Post-Keynesian economist known for his work on oligopoly, pricing, and the role of large corporations in modern capitalist economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alfred Eichner
Target entity description: Alfred Eichner was an influential American Post-Keynesian economist known for his work on oligopoly, pricing, and the role of large corporations in modern capitalist economies.
  • A. Alfred Gunzenhauser
    Alfred Gunzenhauser was a German art collector whose extensive collection of modern art became the foundation of the Museum Gunzenhauser in Chemnitz.
  • B. Albert Eggler
    Albert Eggler was a Swiss mountaineer and expedition leader best known for heading the successful 1956 Swiss expedition that achieved the first ascent of Lhotse and additional ascents of Mount Everest.
  • C. Otto Reiniger
    Otto Reiniger was a German landscape painter associated with the Stuttgart art scene in the late 19th and early 20th centuries.
  • D. Gustav Siegle
    Gustav Siegle was a prominent 19th-century German industrialist and patron of the arts from Stuttgart.
  • E. Alfred Dolge
    Alfred Dolge was a 19th-century German-American industrialist and philanthropist known for developing the felt and piano parts industry in upstate New York and founding the community that became Dolgeville.
  • 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_69ca8365b28081909e48e45e95dfc405 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc60332d208190972a8b03fbd760ee completed April 1, 2026, midnight
NED1 Entity disambiguation (via context triple) batch_69d10771c3288190860875ebcc12103e completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d1086f03808190896186daa5857e39 completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d1090215308190beda7c0115020f5b completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 6:46 p.m.