Triple
T1529934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the Witwatersrand |
E32416
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Aaron Klug
Aaron Klug was a Nobel Prize–winning chemist and biophysicist renowned for developing crystallographic electron microscopy and elucidating the structures of complex biological molecules.
|
E173547
|
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: Aaron Klug | Statement: [University of the Witwatersrand, hasAlumnus, Aaron Klug]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Klug Context triple: [University of the Witwatersrand, hasAlumnus, Aaron Klug]
-
A.
Jacques Dubochet
Jacques Dubochet is a Swiss biophysicist and Nobel Prize laureate recognized for his pioneering work in developing cryo-electron microscopy for high-resolution structure determination of biomolecules.
-
B.
Ada Yonath
Ada Yonath is an Israeli crystallographer and Nobel Prize–winning chemist renowned for her pioneering work on the structure and function of the ribosome.
-
C.
Max Perutz
Max Perutz was an Austrian-British molecular biologist and Nobel laureate renowned for pioneering X-ray crystallography studies of hemoglobin and helping to found the field of molecular biology.
-
D.
Frederick Sanger
Frederick Sanger was a British biochemist and two-time Nobel Prize laureate renowned for determining the amino acid sequence of insulin and pioneering DNA sequencing methods.
-
E.
Dorothy Hodgkin
Dorothy Hodgkin was a British chemist and Nobel laureate renowned for advancing X-ray crystallography and determining the structures of vital biomolecules such as penicillin, vitamin B12, and insulin.
- 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: Aaron Klug Triple: [University of the Witwatersrand, hasAlumnus, Aaron Klug]
Generated description
Aaron Klug was a Nobel Prize–winning chemist and biophysicist renowned for developing crystallographic electron microscopy and elucidating the structures of complex biological molecules.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Klug Target entity description: Aaron Klug was a Nobel Prize–winning chemist and biophysicist renowned for developing crystallographic electron microscopy and elucidating the structures of complex biological molecules.
-
A.
Jacques Dubochet
Jacques Dubochet is a Swiss biophysicist and Nobel Prize laureate recognized for his pioneering work in developing cryo-electron microscopy for high-resolution structure determination of biomolecules.
-
B.
Ada Yonath
Ada Yonath is an Israeli crystallographer and Nobel Prize–winning chemist renowned for her pioneering work on the structure and function of the ribosome.
-
C.
Max Perutz
Max Perutz was an Austrian-British molecular biologist and Nobel laureate renowned for pioneering X-ray crystallography studies of hemoglobin and helping to found the field of molecular biology.
-
D.
Frederick Sanger
Frederick Sanger was a British biochemist and two-time Nobel Prize laureate renowned for determining the amino acid sequence of insulin and pioneering DNA sequencing methods.
-
E.
Dorothy Hodgkin
Dorothy Hodgkin was a British chemist and Nobel laureate renowned for advancing X-ray crystallography and determining the structures of vital biomolecules such as penicillin, vitamin B12, and insulin.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908156b888190968ca0157ae42bc7 |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad2957e6e4819087504a16bc32d60b |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a18a79c81908f04ba9aa55d52a0 |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a8deae8819095731fdd1b4bd310 |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 4, 2026, 7:26 p.m.