Triple
T17812705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muncie |
E444751
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Middletown sociological studies |
—
|
NE NERFINISHED |
How this triple was built (3 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: Middletown sociological studies | Statement: [Muncie, knownFor, Middletown sociological studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middletown sociological studies Context triple: [Muncie, knownFor, Middletown sociological studies]
-
A.
City & Society
City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
-
B.
Middletown town government
Middletown town government is the local municipal authority responsible for administering public services, ordinances, and community affairs in Middletown, Virginia.
-
C.
The Study of Sociology
The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
-
D.
The Philadelphia Negro
The Philadelphia Negro is W. E. B. Du Bois’s pioneering sociological study of African American life in Philadelphia, widely regarded as one of the first major empirical works in American urban sociology and race relations.
-
E.
Dilemmas of Urban America
Dilemmas of Urban America is a seminal book by Robert C. Weaver that analyzes the social, economic, and racial challenges facing U.S. cities in the mid-20th century.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middletown sociological studies Target entity description: The Middletown sociological studies are a landmark series of early 20th-century community studies that examined everyday life, social structure, and cultural change in a typical American small city.
-
A.
City & Society
City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
-
B.
Middletown town government
Middletown town government is the local municipal authority responsible for administering public services, ordinances, and community affairs in Middletown, Virginia.
-
C.
The Study of Sociology
The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
-
D.
The Philadelphia Negro
The Philadelphia Negro is W. E. B. Du Bois’s pioneering sociological study of African American life in Philadelphia, widely regarded as one of the first major empirical works in American urban sociology and race relations.
-
E.
Dilemmas of Urban America
Dilemmas of Urban America is a seminal book by Robert C. Weaver that analyzes the social, economic, and racial challenges facing U.S. cities in the mid-20th century.
- F. None of above. chosen
Provenance (2 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887c63608190b29a407cabff0bc5 |
completed | April 19, 2026, 7:47 a.m. |
Created at: April 10, 2026, 10:14 a.m.