Triple
T1814785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John R. Hicks |
E40411
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E204377
|
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 and Growth | Statement: [John R. Hicks, notableWork, Capital and Growth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Capital and Growth Context triple: [John R. Hicks, notableWork, Capital and Growth]
-
A.
Beyond Growth
Beyond Growth is a seminal book by ecological economist Herman Daly that critiques conventional economic growth models and advocates for a steady-state, sustainable economy.
-
B.
CapitalG
CapitalG is Alphabet Inc.’s independent growth equity investment fund that backs later-stage technology companies.
-
C.
Wealth and Welfare
Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
-
D.
Corporate Capital of the World
Corporate Capital of the World is a nickname for Wilmington, Delaware, reflecting its status as a major hub for U.S. corporate registrations and financial services.
-
E.
Economic Window
The Economic Window is a financing division of the SAARC Development Fund that supports regional economic and infrastructure projects to promote growth and integration among South Asian countries.
- 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 and Growth Triple: [John R. Hicks, notableWork, Capital and Growth]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Capital and Growth Target entity description: 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.
-
A.
Beyond Growth
Beyond Growth is a seminal book by ecological economist Herman Daly that critiques conventional economic growth models and advocates for a steady-state, sustainable economy.
-
B.
CapitalG
CapitalG is Alphabet Inc.’s independent growth equity investment fund that backs later-stage technology companies.
-
C.
Wealth and Welfare
Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
-
D.
Corporate Capital of the World
Corporate Capital of the World is a nickname for Wilmington, Delaware, reflecting its status as a major hub for U.S. corporate registrations and financial services.
-
E.
Economic Window
The Economic Window is a financing division of the SAARC Development Fund that supports regional economic and infrastructure projects to promote growth and integration among South Asian countries.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f4628481909ca8e4c2302752ac |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf5de46c8190817f67d692e98803 |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc2b4d8a0819080ff41cf73417276 |
completed | March 8, 2026, 6:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc38732d8819092e0ac76354f08c1 |
completed | March 8, 2026, 6:44 p.m. |
Created at: March 4, 2026, 7:32 p.m.