Triple
T4410718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The World, the Flesh and the Devil |
E94845
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | J. D. Bernal |
E90854
|
NE FINISHED |
How this triple was built (2 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: J. D. Bernal | Statement: [The World, the Flesh and the Devil, author, J. D. Bernal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: J. D. Bernal Context triple: [The World, the Flesh and the Devil, author, J. D. Bernal]
-
A.
John Desmond Bernal
chosen
John Desmond Bernal was a pioneering Irish-born scientist who helped found the field of X-ray crystallography and made major contributions to structural biology and the social role of science.
-
B.
Arthur Geoffrey Walker
Arthur Geoffrey Walker was a British mathematician and physicist best known for his foundational contributions to relativistic cosmology, particularly the development of the Friedmann–Lemaître–Robertson–Walker (FLRW) metric.
-
C.
Oswald Millbank
Oswald Millbank is a character in Benjamin Disraeli’s novel "Coningsby, or The New Generation," notable as the wealthy industrialist’s son whose friendship with the aristocratic hero highlights class and political tensions in 19th-century England.
-
D.
Ralph Fowler
Ralph Fowler was a prominent British theoretical physicist and mathematician known for his influential work in statistical mechanics and quantum theory, as well as for mentoring leading physicists of the 20th century.
-
E.
Stephen Hodgkin
Stephen Hodgkin is a notable individual who shares the Hodgkin surname, recognized enough to be specifically cited as a bearer of the name.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b354e4c58c8190b4190aad3095a1dd |
completed | March 13, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f60ea0808190a59418f7911d123d |
completed | March 14, 2026, 11:58 p.m. |
Created at: March 12, 2026, 11:29 p.m.