Triple

T7780999
Position Surface form Disambiguated ID Type / Status
Subject Peggy Bacon E221515 entity
Predicate notableSubject P4941 FINISHED
Object American middle class
The American middle class is the socioeconomic group in the United States typically characterized by moderate income, stable employment, and access to education, homeownership, and consumer comforts, often seen as the backbone of the nation’s economy and culture.
E693255 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: American middle class | Statement: [Peggy Bacon, notableSubject, American middle class]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American middle class
Context triple: [Peggy Bacon, notableSubject, American middle class]
  • A. Upper Class
    Upper Class is Virgin Atlantic's premium cabin that combines lie-flat seats, enhanced dining, and exclusive lounge access for an upscale business-class experience.
  • B. European bourgeoisie
    The European bourgeoisie were the influential middle and upper-middle classes of 19th- and early 20th-century Europe, characterized by their economic power, cultural norms, and central role in shaping modern capitalist society and its values.
  • C. Norwegian bourgeoisie
    The Norwegian bourgeoisie were the urban middle and upper-middle classes in Norway whose economic and political interests helped shape the country’s path toward modern nationhood and independence.
  • D. Two Americas divided by wealth and opportunity
    Two Americas divided by wealth and opportunity is a political framing that portrays the United States as split between a privileged, affluent society and a struggling, disadvantaged one lacking equal access to economic and social opportunities.
  • E. American Capitalism
    American Capitalism is an influential economic book by John Kenneth Galbraith that critiques the structure and power dynamics of mid-20th-century U.S. capitalism, particularly the role of large corporations and countervailing power.
  • 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: American middle class
Triple: [Peggy Bacon, notableSubject, American middle class]
Generated description
The American middle class is the socioeconomic group in the United States typically characterized by moderate income, stable employment, and access to education, homeownership, and consumer comforts, often seen as the backbone of the nation’s economy and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American middle class
Target entity description: The American middle class is the socioeconomic group in the United States typically characterized by moderate income, stable employment, and access to education, homeownership, and consumer comforts, often seen as the backbone of the nation’s economy and culture.
  • A. Upper Class
    Upper Class is Virgin Atlantic's premium cabin that combines lie-flat seats, enhanced dining, and exclusive lounge access for an upscale business-class experience.
  • B. European bourgeoisie
    The European bourgeoisie were the influential middle and upper-middle classes of 19th- and early 20th-century Europe, characterized by their economic power, cultural norms, and central role in shaping modern capitalist society and its values.
  • C. Norwegian bourgeoisie
    The Norwegian bourgeoisie were the urban middle and upper-middle classes in Norway whose economic and political interests helped shape the country’s path toward modern nationhood and independence.
  • D. Two Americas divided by wealth and opportunity
    Two Americas divided by wealth and opportunity is a political framing that portrays the United States as split between a privileged, affluent society and a struggling, disadvantaged one lacking equal access to economic and social opportunities.
  • E. American Capitalism
    American Capitalism is an influential economic book by John Kenneth Galbraith that critiques the structure and power dynamics of mid-20th-century U.S. capitalism, particularly the role of large corporations and countervailing power.
  • 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69caa4d6cf9881909f5220437db13cc7 completed March 30, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf5c1f20c81908ae2fc35550b91b5 completed March 30, 2026, 10:14 p.m.
NEDg Description generation batch_69caf81d934881908fa41ebd43f3b2e2 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69cafa013f348190a2067dee4a0c8c40 completed March 30, 2026, 10:32 p.m.
Created at: March 30, 2026, 4:20 p.m.