Triple
T666634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | orthomolecular medicine |
E12877
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Abram Hoffer
Abram Hoffer was a Canadian psychiatrist and researcher known for pioneering orthomolecular psychiatry, particularly the use of high-dose vitamins in the treatment of mental illness such as schizophrenia.
|
E87187
|
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: Abram Hoffer | Statement: [orthomolecular medicine, associatedWith, Abram Hoffer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abram Hoffer Context triple: [orthomolecular medicine, associatedWith, Abram Hoffer]
-
A.
Harry Steenbock
Harry Steenbock was an American biochemist best known for discovering how to use ultraviolet light to fortify foods with vitamin D, a breakthrough that helped eradicate rickets.
-
B.
Hans Kehrl
Hans Kehrl was a German economist and industrial manager who became a prominent Nazi official involved in economic planning and armaments production during the Third Reich.
-
C.
George Engel
George Engel was a German-American labor activist and anarchist who was executed following the 1886 Haymarket affair in Chicago.
-
D.
Felix Bernstein
Felix Bernstein was a German mathematician known for his work in set theory and contributions to the foundations of mathematics.
-
E.
Benjamin Rapoport
Benjamin Rapoport is a neurosurgeon and entrepreneur best known as one of the co-founders of the brain–computer interface company Neuralink.
- 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: Abram Hoffer Triple: [orthomolecular medicine, associatedWith, Abram Hoffer]
Generated description
Abram Hoffer was a Canadian psychiatrist and researcher known for pioneering orthomolecular psychiatry, particularly the use of high-dose vitamins in the treatment of mental illness such as schizophrenia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abram Hoffer Target entity description: Abram Hoffer was a Canadian psychiatrist and researcher known for pioneering orthomolecular psychiatry, particularly the use of high-dose vitamins in the treatment of mental illness such as schizophrenia.
-
A.
Harry Steenbock
Harry Steenbock was an American biochemist best known for discovering how to use ultraviolet light to fortify foods with vitamin D, a breakthrough that helped eradicate rickets.
-
B.
Hans Kehrl
Hans Kehrl was a German economist and industrial manager who became a prominent Nazi official involved in economic planning and armaments production during the Third Reich.
-
C.
George Engel
George Engel was a German-American labor activist and anarchist who was executed following the 1886 Haymarket affair in Chicago.
-
D.
Felix Bernstein
Felix Bernstein was a German mathematician known for his work in set theory and contributions to the foundations of mathematics.
-
E.
Benjamin Rapoport
Benjamin Rapoport is a neurosurgeon and entrepreneur best known as one of the co-founders of the brain–computer interface company Neuralink.
- 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_69a493355dec819098d4244b2fa34885 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49ff7ca788190bef58ce46849b9d0 |
completed | March 1, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6374a189c81908f7bc0828e9ff382 |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a647001b4481909654167ccfe6f434 |
completed | March 3, 2026, 2:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6476b3a048190a80683422d29befd |
completed | March 3, 2026, 2:28 a.m. |
Created at: March 1, 2026, 7:36 p.m.