Triple
T22138010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter L. Bernstein |
E547081
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Capital Ideas Evolving
Capital Ideas Evolving is a finance and investment book by Peter L. Bernstein that traces the development and impact of modern financial theory and its leading thinkers.
|
E1521149
|
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: Capital Ideas Evolving | Statement: [Peter L. Bernstein, notableWork, Capital Ideas Evolving]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Capital Ideas Evolving Context triple: [Peter L. Bernstein, notableWork, Capital Ideas Evolving]
-
A.
The Evolution of Property
The Evolution of Property is a socialist theoretical work by Paul Lafargue that traces the historical development and social functions of private property.
-
B.
The Power of Ideas
The Power of Ideas is a collection of essays by political philosopher Isaiah Berlin, edited and introduced by Henry Hardy, exploring the influence of ideas on history, politics, and human freedom.
-
C.
Ideas for a Changing World
Ideas for a Changing World is the guiding motto of the Berggruen Institute, reflecting its mission to develop and promote innovative thinking to address global political, economic, and social transformations.
-
D.
Capital and Growth
Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
-
E.
Making Ideas Happen
Making Ideas Happen is a productivity and creativity book by Scott Belsky that offers practical strategies for turning ideas into executed projects, especially for creative professionals and entrepreneurs.
- 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: Capital Ideas Evolving Triple: [Peter L. Bernstein, notableWork, Capital Ideas Evolving]
Generated description
Capital Ideas Evolving is a finance and investment book by Peter L. Bernstein that traces the development and impact of modern financial theory and its leading thinkers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Capital Ideas Evolving Target entity description: Capital Ideas Evolving is a finance and investment book by Peter L. Bernstein that traces the development and impact of modern financial theory and its leading thinkers.
-
A.
The Evolution of Property
The Evolution of Property is a socialist theoretical work by Paul Lafargue that traces the historical development and social functions of private property.
-
B.
The Power of Ideas
The Power of Ideas is a collection of essays by political philosopher Isaiah Berlin, edited and introduced by Henry Hardy, exploring the influence of ideas on history, politics, and human freedom.
-
C.
Ideas for a Changing World
Ideas for a Changing World is the guiding motto of the Berggruen Institute, reflecting its mission to develop and promote innovative thinking to address global political, economic, and social transformations.
-
D.
Capital and Growth
Capital and Growth is an influential economic treatise by John R. Hicks that analyzes long-run economic growth, capital accumulation, and the dynamics of expanding economies.
-
E.
Making Ideas Happen
Making Ideas Happen is a productivity and creativity book by Scott Belsky that offers practical strategies for turning ideas into executed projects, especially for creative professionals and entrepreneurs.
- 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_69e11e3a95d88190a3bd80d9471976c3 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129bb78bc8190b74af3a5f6a5348f |
completed | April 28, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a96f864208190911b130fae80a5dc |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97ae36248190b1f298e1a53cc08f |
completed | May 18, 2026, 4:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a986ea4308190841bf3492a108192 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:32 p.m.