Triple
T13333203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Scope and Method of Economic Science |
E317622
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
John Neville Keynes
John Neville Keynes was a British economist and logician known for his influential work on the methodology of economics and as the father of John Maynard Keynes.
|
E1035432
|
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: John Neville Keynes | Statement: [The Scope and Method of Economic Science, author, John Neville Keynes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Neville Keynes Context triple: [The Scope and Method of Economic Science, author, John Neville Keynes]
-
A.
Richard Keynes
Richard Keynes was a British physiologist known for his influential research in nerve and muscle physiology and for being part of the prominent Keynes family.
-
B.
John Maynard
John Maynard is a film producer known for his work on Australian cinema, including the acclaimed drama "Romulus, My Father."
-
C.
Skandar Keynes
Skandar Keynes is a British former child actor best known for playing Edmund Pevensie in the film adaptations of C.S. Lewis's "The Chronicles of Narnia."
-
D.
John Maynard Keynes
John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
-
E.
Quentin Keynes
Quentin Keynes was a British explorer, filmmaker, and bibliophile known for his expeditions to remote regions and for being a descendant of Charles Darwin and John Maynard Keynes.
- 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: John Neville Keynes Triple: [The Scope and Method of Economic Science, author, John Neville Keynes]
Generated description
John Neville Keynes was a British economist and logician known for his influential work on the methodology of economics and as the father of John Maynard Keynes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Neville Keynes Target entity description: John Neville Keynes was a British economist and logician known for his influential work on the methodology of economics and as the father of John Maynard Keynes.
-
A.
Richard Keynes
Richard Keynes was a British physiologist known for his influential research in nerve and muscle physiology and for being part of the prominent Keynes family.
-
B.
John Maynard
John Maynard is a film producer known for his work on Australian cinema, including the acclaimed drama "Romulus, My Father."
-
C.
Skandar Keynes
Skandar Keynes is a British former child actor best known for playing Edmund Pevensie in the film adaptations of C.S. Lewis's "The Chronicles of Narnia."
-
D.
John Maynard Keynes
John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
-
E.
Quentin Keynes
Quentin Keynes was a British explorer, filmmaker, and bibliophile known for his expeditions to remote regions and for being a descendant of Charles Darwin and John Maynard Keynes.
- 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_69d806b4d62c81908d4ced1665414be5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99cfdc9388190af1fdd3cd4717bd8 |
completed | April 11, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f36e4cc819093007404ceb5da31 |
completed | May 3, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_69f72126765481908ef6e6ae7349bd30 |
completed | May 3, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7221887208190ac98945a023bc496 |
completed | May 3, 2026, 10:23 a.m. |
Created at: April 9, 2026, 9:30 p.m.