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.