Triple
T561021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dorothy Hodgkin |
E13449
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
John Desmond Bernal
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.
|
E90854
|
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 Desmond Bernal | Statement: [Dorothy Hodgkin, doctoralAdvisor, John Desmond Bernal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Desmond Bernal Context triple: [Dorothy Hodgkin, doctoralAdvisor, John Desmond Bernal]
-
A.
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.
-
B.
William Wilkins
William Wilkins was a prominent early 19th-century British architect best known for his neoclassical designs, including major public buildings and educational institutions.
-
C.
Mark Oliphant
Mark Oliphant was an Australian physicist and pioneer in nuclear physics who played a key role in early atomic research and the development of radar and particle accelerators.
-
D.
Christopher Longuet-Higgins
Christopher Longuet-Higgins was a British theoretical chemist and cognitive scientist known for his influential work in artificial intelligence and the study of human perception and cognition.
-
E.
Julian Huxley
Julian Huxley was a prominent British evolutionary biologist, humanist, and public intellectual who played a key role in popularizing modern evolutionary theory and promoting international scientific and cultural cooperation.
- 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 Desmond Bernal Triple: [Dorothy Hodgkin, doctoralAdvisor, John Desmond Bernal]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Desmond Bernal Target entity description: 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.
-
A.
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.
-
B.
William Wilkins
William Wilkins was a prominent early 19th-century British architect best known for his neoclassical designs, including major public buildings and educational institutions.
-
C.
Mark Oliphant
Mark Oliphant was an Australian physicist and pioneer in nuclear physics who played a key role in early atomic research and the development of radar and particle accelerators.
-
D.
Christopher Longuet-Higgins
Christopher Longuet-Higgins was a British theoretical chemist and cognitive scientist known for his influential work in artificial intelligence and the study of human perception and cognition.
-
E.
Julian Huxley
Julian Huxley was a prominent British evolutionary biologist, humanist, and public intellectual who played a key role in popularizing modern evolutionary theory and promoting international scientific and cultural cooperation.
- 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_69a4933edcf08190b35ecfd6014caee6 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a499e2795c8190903240e79964156d |
completed | March 1, 2026, 7:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a66662e848819095aca23ceb5eeef2 |
completed | March 3, 2026, 4:41 a.m. |
| NEDg | Description generation | batch_69a666ded0288190a43e8a13db4f6914 |
completed | March 3, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a667b8de2c819092f9a4c10abeeb56 |
completed | March 3, 2026, 4:46 a.m. |
Created at: March 1, 2026, 7:32 p.m.