Triple

T13547245
Position Surface form Disambiguated ID Type / Status
Subject George A. Akerlof E323544 entity
Predicate familyName P18 FINISHED
Object Akerlof
Akerlof is the surname of George A. Akerlof, a Nobel Prize–winning American economist known for his work on information asymmetry and market behavior.
 E1046129 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: Akerlof | Statement: [George A. Akerlof, familyName, Akerlof]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akerlof
Context triple: [George A. Akerlof, familyName, Akerlof]
  • A. Heckman
    Heckman is a surname most prominently associated with Nobel Prize–winning economist James J. Heckman, known for his work on econometrics and labor economics.
  • B. Veblen
    Veblen is a surname most notably associated with influential American mathematician Oswald Veblen and economist Thorstein Veblen.
  • C. Thaler
    The Thaler was a large silver coin and monetary unit widely used across various German states and parts of Europe from the 16th to 19th centuries, serving as a precursor to the modern dollar.
  • D. Kirzner
    Kirzner is the surname of Israel Kirzner, a prominent Austrian School economist known for his work on entrepreneurship and market processes.
  • E. Blinder
    Blinder is the NATO reporting name for the Soviet-era Tupolev Tu-22 supersonic bomber aircraft.
  • 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: Akerlof
Triple: [George A. Akerlof, familyName, Akerlof]
Generated description
Akerlof is the surname of George A. Akerlof, a Nobel Prize–winning American economist known for his work on information asymmetry and market behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akerlof
Target entity description: Akerlof is the surname of George A. Akerlof, a Nobel Prize–winning American economist known for his work on information asymmetry and market behavior.
  • A. Heckman
    Heckman is a surname most prominently associated with Nobel Prize–winning economist James J. Heckman, known for his work on econometrics and labor economics.
  • B. Veblen
    Veblen is a surname most notably associated with influential American mathematician Oswald Veblen and economist Thorstein Veblen.
  • C. Thaler
    The Thaler was a large silver coin and monetary unit widely used across various German states and parts of Europe from the 16th to 19th centuries, serving as a precursor to the modern dollar.
  • D. Kirzner
    Kirzner is the surname of Israel Kirzner, a prominent Austrian School economist known for his work on entrepreneurship and market processes.
  • E. Blinder
    Blinder is the NATO reporting name for the Soviet-era Tupolev Tu-22 supersonic bomber aircraft.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafdb466881908fb46642dc66849d completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75da2c2008190b43a653a349ea0c7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75ed5457c819093081c6a22f13c91 completed May 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69f75f7e9d2c81909ec5540b34ac97cb completed May 3, 2026, 2:45 p.m.
Created at: April 9, 2026, 9:45 p.m.