Triple
T1697622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lester Frank Ward |
E36693
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Dynamic Sociology
Dynamic Sociology is an influential 1883 work of American sociologist Lester Frank Ward that argues for the scientific study and planned guidance of society to promote social progress and reform.
|
E191912
|
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: Dynamic Sociology | Statement: [Lester Frank Ward, notableWork, Dynamic Sociology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dynamic Sociology Context triple: [Lester Frank Ward, notableWork, Dynamic Sociology]
-
A.
Rethinking Social Inquiry
Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
-
B.
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.
-
C.
Social Convergence
Social Convergence is a Chilean left-wing political party known for its progressive, social-democratic, and feminist platform and for being part of the coalition that brought Gabriel Boric to the presidency.
-
D.
City & Society
City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
-
E.
Dynapolis (dynamic city model)
Dynapolis (dynamic city model) is Constantinos A. Doxiadis’s theoretical framework for a continuously expanding, adaptable urban form designed to accommodate long-term growth and changing human needs.
- 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: Dynamic Sociology Triple: [Lester Frank Ward, notableWork, Dynamic Sociology]
Generated description
Dynamic Sociology is an influential 1883 work of American sociologist Lester Frank Ward that argues for the scientific study and planned guidance of society to promote social progress and reform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dynamic Sociology Target entity description: Dynamic Sociology is an influential 1883 work of American sociologist Lester Frank Ward that argues for the scientific study and planned guidance of society to promote social progress and reform.
-
A.
Rethinking Social Inquiry
Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
-
B.
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.
-
C.
Social Convergence
Social Convergence is a Chilean left-wing political party known for its progressive, social-democratic, and feminist platform and for being part of the coalition that brought Gabriel Boric to the presidency.
-
D.
City & Society
City & Society is a peer-reviewed academic journal focusing on urban anthropology and the social, cultural, and political dynamics of cities.
-
E.
Dynapolis (dynamic city model)
Dynapolis (dynamic city model) is Constantinos A. Doxiadis’s theoretical framework for a continuously expanding, adaptable urban form designed to accommodate long-term growth and changing human needs.
- 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_69a886163dec8190859c514232a37a05 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62d2622c81908e39e07bf1117821 |
completed | March 6, 2026, 5:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad799ad838819087e945f47284a3b0 |
completed | March 8, 2026, 1:28 p.m. |
| NEDg | Description generation | batch_69ad81f90e948190b83078523b1cf3f8 |
completed | March 8, 2026, 2:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad82755910819087aa9940dc1e7495 |
completed | March 8, 2026, 2:06 p.m. |
Created at: March 4, 2026, 7:30 p.m.