Triple
T9283863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert C. Weaver |
E223135
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E789573
|
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: Dilemmas of Urban America | Statement: [Robert C. Weaver, notableWork, Dilemmas of Urban America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dilemmas of Urban America Context triple: [Robert C. Weaver, notableWork, Dilemmas of Urban America]
-
A.
The American City: A Problem in Democracy
The American City: A Problem in Democracy is an early 20th-century work of political and social analysis examining how rapid urbanization challenges democratic governance in the United States.
-
B.
The Death and Life of Great American Cities
The Death and Life of Great American Cities is a landmark 1961 book by urbanist Jane Jacobs that critiques mid-20th-century urban planning and champions vibrant, mixed-use city neighborhoods.
-
C.
The American City
The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
-
D.
New York urban realists
New York urban realists were a group of early 20th-century American painters known for their realistic depictions of everyday city life, particularly in New York City’s streets, shops, and public spaces.
-
E.
The Rise of Urbanization and the Decline of Citizenship
The Rise of Urbanization and the Decline of Citizenship is a political and social theory book by Murray Bookchin that critiques modern urban development and argues for decentralized, participatory forms of democracy.
- 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: Dilemmas of Urban America Triple: [Robert C. Weaver, notableWork, Dilemmas of Urban America]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dilemmas of Urban America Target entity description: 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.
-
A.
The American City: A Problem in Democracy
The American City: A Problem in Democracy is an early 20th-century work of political and social analysis examining how rapid urbanization challenges democratic governance in the United States.
-
B.
The Death and Life of Great American Cities
The Death and Life of Great American Cities is a landmark 1961 book by urbanist Jane Jacobs that critiques mid-20th-century urban planning and champions vibrant, mixed-use city neighborhoods.
-
C.
The American City
The American City is a historical and analytical work by George B. McClellan Jr. examining the development, governance, and challenges of urban life in the United States.
-
D.
New York urban realists
New York urban realists were a group of early 20th-century American painters known for their realistic depictions of everyday city life, particularly in New York City’s streets, shops, and public spaces.
-
E.
The Rise of Urbanization and the Decline of Citizenship
The Rise of Urbanization and the Decline of Citizenship is a political and social theory book by Murray Bookchin that critiques modern urban development and argues for decentralized, participatory forms of democracy.
- 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_69ca842123588190b3f2e1a69037d141 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd081e72988190917f425e64631837 |
completed | April 1, 2026, 11:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2134d408190b21c7dc642549fe4 |
completed | April 4, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69d0b301659481909c1865884421fcde |
completed | April 4, 2026, 6:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b38ae1ec8190b36019d3a642290d |
completed | April 4, 2026, 6:45 a.m. |
Created at: March 30, 2026, 7:34 p.m.