Triple
T392153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James B. Conant |
E8903
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Slums and Suburbs
Slums and Suburbs is an influential work by educator James B. Conant examining educational inequality and the social divide between impoverished urban areas and more affluent suburban communities in mid-20th-century America.
|
E49889
|
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: Slums and Suburbs | Statement: [James B. Conant, notableWork, Slums and Suburbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slums and Suburbs Context triple: [James B. Conant, notableWork, Slums and Suburbs]
-
A.
Immigrant City
Immigrant City is a nickname for Lawrence, Massachusetts, reflecting its long history as a destination for diverse immigrant communities.
-
B.
Asylum Hill
Asylum Hill is a historic neighborhood in Hartford, Connecticut, known for its Victorian architecture, major insurance company headquarters, and cultural institutions.
-
C.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
-
D.
The City
The City is a common nickname for Manhattan, the densely populated and iconic borough of New York City known for its skyscrapers, cultural landmarks, and role as a global financial and media hub.
-
E.
City of Workers
"City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
- 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: Slums and Suburbs Triple: [James B. Conant, notableWork, Slums and Suburbs]
Generated description
Slums and Suburbs is an influential work by educator James B. Conant examining educational inequality and the social divide between impoverished urban areas and more affluent suburban communities in mid-20th-century America.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slums and Suburbs Target entity description: Slums and Suburbs is an influential work by educator James B. Conant examining educational inequality and the social divide between impoverished urban areas and more affluent suburban communities in mid-20th-century America.
-
A.
Immigrant City
Immigrant City is a nickname for Lawrence, Massachusetts, reflecting its long history as a destination for diverse immigrant communities.
-
B.
Asylum Hill
Asylum Hill is a historic neighborhood in Hartford, Connecticut, known for its Victorian architecture, major insurance company headquarters, and cultural institutions.
-
C.
The City That Works
"The City That Works" is a civic motto highlighting Portland, Oregon’s reputation for effective local governance, urban planning, and livability.
-
D.
The City
The City is a common nickname for Manhattan, the densely populated and iconic borough of New York City known for its skyscrapers, cultural landmarks, and role as a global financial and media hub.
-
E.
City of Workers
"City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec7492288190bf33c9c869a0710f |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a405f74cd08190a2e165506638607c |
completed | March 1, 2026, 9:25 a.m. |
| NEDg | Description generation | batch_69a406a17fdc8190a067217b806fbc57 |
completed | March 1, 2026, 9:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4070050dc81909fdfbcfce23e428e |
completed | March 1, 2026, 9:29 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.