Triple
T7139888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicago |
E166414
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Chicago School of sociology
The Chicago School of sociology is a pioneering early 20th-century sociological tradition centered at the University of Chicago, renowned for its empirical urban research and development of symbolic interactionism.
|
E643082
|
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: Chicago School of sociology | Statement: [Chicago, knownFor, Chicago School of sociology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chicago School of sociology Context triple: [Chicago, knownFor, Chicago School of sociology]
-
A.
Heidelberg School of sociology
The Heidelberg School of sociology was an early 20th-century German sociological tradition centered at the University of Heidelberg, known for its cultural and historical approaches to social theory and its association with prominent scholars such as Alfred Weber.
-
B.
Chicago School economics
Chicago School economics is a free-market-oriented school of economic thought, centered at the University of Chicago, known for its strong advocacy of limited government intervention, monetarism, and rational expectations.
-
C.
New School for Social Research
The New School for Social Research is a New York City-based graduate institution renowned for its critical, interdisciplinary approach to the social sciences and humanities and its historical ties to European intellectuals.
-
D.
Institute of Social Research
The Institute of Social Research is a leading academic center in Mexico dedicated to advanced, multidisciplinary research on social phenomena and public issues.
-
E.
Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
- 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: Chicago School of sociology Triple: [Chicago, knownFor, Chicago School of sociology]
Generated description
The Chicago School of sociology is a pioneering early 20th-century sociological tradition centered at the University of Chicago, renowned for its empirical urban research and development of symbolic interactionism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chicago School of sociology Target entity description: The Chicago School of sociology is a pioneering early 20th-century sociological tradition centered at the University of Chicago, renowned for its empirical urban research and development of symbolic interactionism.
-
A.
Heidelberg School of sociology
The Heidelberg School of sociology was an early 20th-century German sociological tradition centered at the University of Heidelberg, known for its cultural and historical approaches to social theory and its association with prominent scholars such as Alfred Weber.
-
B.
Chicago School economics
Chicago School economics is a free-market-oriented school of economic thought, centered at the University of Chicago, known for its strong advocacy of limited government intervention, monetarism, and rational expectations.
-
C.
New School for Social Research
The New School for Social Research is a New York City-based graduate institution renowned for its critical, interdisciplinary approach to the social sciences and humanities and its historical ties to European intellectuals.
-
D.
Institute of Social Research
The Institute of Social Research is a leading academic center in Mexico dedicated to advanced, multidisciplinary research on social phenomena and public issues.
-
E.
Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
- 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_69c6888579d481909e05a8d6b81bf733 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7775e408190b880abde0a3f8d12 |
completed | March 27, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a34e55f481909b1aee270363fd61 |
completed | March 28, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69c7a40a3f2481908ed97d8413c0f1d4 |
completed | March 28, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7a46efe3881909d1bdb13f9f2a7da |
completed | March 28, 2026, 9:50 a.m. |
Created at: March 27, 2026, 2:45 p.m.