Triple
T6898989
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niall Ferguson |
E159444
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Cash Nexus
The Cash Nexus is a historical study by Niall Ferguson that explores the relationship between money and power, arguing that financial forces have profoundly shaped modern states and international relations.
|
E626946
|
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: The Cash Nexus | Statement: [Niall Ferguson, notableWork, The Cash Nexus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Cash Nexus Context triple: [Niall Ferguson, notableWork, The Cash Nexus]
-
A.
The Mystery of Banking
The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
-
B.
The Value of Money
"The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
-
C.
About the Money
"About the Money" is a hip hop single by rapper T.I. featuring Young Thug, known for its catchy hook and prominent presence on his album "Paperwork."
-
D.
Money, Credit and Commerce
Money, Credit and Commerce is a major economic treatise by Alfred Marshall that analyzes the functioning of monetary systems, banking, and financial markets within the broader framework of economic theory.
-
E.
The Curious Bank
The Curious Bank is the marketing slogan used by Fifth Third Bank to convey its distinctive, inquisitive approach to banking and customer service.
- 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: The Cash Nexus Triple: [Niall Ferguson, notableWork, The Cash Nexus]
Generated description
The Cash Nexus is a historical study by Niall Ferguson that explores the relationship between money and power, arguing that financial forces have profoundly shaped modern states and international relations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Cash Nexus Target entity description: The Cash Nexus is a historical study by Niall Ferguson that explores the relationship between money and power, arguing that financial forces have profoundly shaped modern states and international relations.
-
A.
The Mystery of Banking
The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
-
B.
The Value of Money
"The Value of Money" is an economic work by Prabhat Patnaik that critically examines the nature, role, and dynamics of money within capitalist economies.
-
C.
About the Money
"About the Money" is a hip hop single by rapper T.I. featuring Young Thug, known for its catchy hook and prominent presence on his album "Paperwork."
-
D.
Money, Credit and Commerce
Money, Credit and Commerce is a major economic treatise by Alfred Marshall that analyzes the functioning of monetary systems, banking, and financial markets within the broader framework of economic theory.
-
E.
The Curious Bank
The Curious Bank is the marketing slogan used by Fifth Third Bank to convey its distinctive, inquisitive approach to banking and customer service.
- 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_69c6883822e0819091e321526f20ae0a |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d95d67448190857f36b8115b03f6 |
completed | March 27, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748eb23888190bca6e42dc03ab31b |
completed | March 28, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c749b9f4048190b7f8564f804e1231 |
completed | March 28, 2026, 3:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74a8b5af88190a60782e247129d1a |
completed | March 28, 2026, 3:27 a.m. |
Created at: March 27, 2026, 2:24 p.m.