Triple
T7781124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard Madsen |
E221519
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Uncivil Society
Uncivil Society is a scholarly work by sociologist Richard Madsen that examines how informal, often disruptive social forces and networks shape political and civic life, particularly in contemporary China.
|
E693272
|
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: Uncivil Society | Statement: [Richard Madsen, notableWork, Uncivil Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uncivil Society Context triple: [Richard Madsen, notableWork, Uncivil Society]
-
A.
The Good Society
The Good Society is a 1937 political and social philosophy book by Walter Lippmann that critiques both laissez-faire capitalism and collectivist planning while arguing for a liberal, rule-of-law–based order.
-
B.
The Good Society
The Good Society is a sociological work by Robert N. Bellah that explores how modern democratic institutions and civic life can be reoriented toward shared moral values and the common good.
-
C.
The Social Struggle
"The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
-
D.
The Shame of the Cities
The Shame of the Cities is a landmark 1904 muckraking book that exposed widespread political corruption in major American urban governments during the Progressive Era.
-
E.
A Civil Campaign
A Civil Campaign is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga that blends political intrigue with romantic comedy centered on Miles Vorkosigan.
- 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: Uncivil Society Triple: [Richard Madsen, notableWork, Uncivil Society]
Generated description
Uncivil Society is a scholarly work by sociologist Richard Madsen that examines how informal, often disruptive social forces and networks shape political and civic life, particularly in contemporary China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Uncivil Society Target entity description: Uncivil Society is a scholarly work by sociologist Richard Madsen that examines how informal, often disruptive social forces and networks shape political and civic life, particularly in contemporary China.
-
A.
The Good Society
The Good Society is a sociological work by Robert N. Bellah that explores how modern democratic institutions and civic life can be reoriented toward shared moral values and the common good.
-
B.
The Good Society
The Good Society is a 1937 political and social philosophy book by Walter Lippmann that critiques both laissez-faire capitalism and collectivist planning while arguing for a liberal, rule-of-law–based order.
-
C.
The Social Struggle
"The Social Struggle" is an episode of the nature documentary series *The Private Life of Plants* that explores how plants compete and cooperate for resources, survival, and reproduction.
-
D.
The Shame of the Cities
The Shame of the Cities is a landmark 1904 muckraking book that exposed widespread political corruption in major American urban governments during the Progressive Era.
-
E.
A Civil Campaign
A Civil Campaign is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga that blends political intrigue with romantic comedy centered on Miles Vorkosigan.
- 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_69ca83ebbef881909ac47f789145fef7 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69caa4d6cf9881909f5220437db13cc7 |
completed | March 30, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69caf5c1f20c81908ae2fc35550b91b5 |
completed | March 30, 2026, 10:14 p.m. |
| NEDg | Description generation | batch_69caf81ebde881909bd131da8987b449 |
completed | March 30, 2026, 10:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cafa013f348190a2067dee4a0c8c40 |
completed | March 30, 2026, 10:32 p.m. |
Created at: March 30, 2026, 4:21 p.m.