Triple
T3905160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abram Hoffer |
E87187
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object |
Orthomolecular Medicine for Physicians
Orthomolecular Medicine for Physicians is a medical text by psychiatrist and nutrition researcher Abram Hoffer that outlines the theory and clinical application of high-dose nutrient therapy for various diseases.
|
E82256
|
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: Orthomolecular Medicine for Physicians | Statement: [Abram Hoffer, wrote, Orthomolecular Medicine for Physicians]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orthomolecular Medicine for Physicians Context triple: [Abram Hoffer, wrote, Orthomolecular Medicine for Physicians]
-
A.
Orthomolecular Psychiatry
Orthomolecular Psychiatry is a foundational book that applies orthomolecular medicine principles to mental health, advocating the use of optimal concentrations of nutrients to treat psychiatric disorders.
-
B.
Orthomolecular Medicine News Service
Orthomolecular Medicine News Service is a publication that promotes and reports on health approaches centered on high-dose vitamins and other nutritional therapies associated with orthomolecular medicine.
-
C.
orthomolecular medicine
Orthomolecular medicine is an alternative medical approach that aims to prevent and treat disease by optimizing the concentrations of naturally occurring substances in the body, particularly through high-dose vitamin and nutrient supplementation.
-
D.
International Society for Orthomolecular Medicine
The International Society for Orthomolecular Medicine is a professional organization that promotes research, education, and clinical practice in the use of nutritional and biochemical therapies to optimize health and treat disease.
-
E.
Paracelsian iatrochemistry
Paracelsian iatrochemistry was an early modern medical-chemical movement inspired by Paracelsus that sought to explain and treat disease through chemical principles and remedies rather than traditional Galenic humoral theory.
- 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: Orthomolecular Medicine for Physicians Triple: [Abram Hoffer, wrote, Orthomolecular Medicine for Physicians]
Generated description
Orthomolecular Medicine for Physicians is a medical text by psychiatrist and nutrition researcher Abram Hoffer that outlines the theory and clinical application of high-dose nutrient therapy for various diseases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orthomolecular Medicine for Physicians Target entity description: Orthomolecular Medicine for Physicians is a medical text by psychiatrist and nutrition researcher Abram Hoffer that outlines the theory and clinical application of high-dose nutrient therapy for various diseases.
-
A.
Orthomolecular Psychiatry
chosen
Orthomolecular Psychiatry is a foundational book that applies orthomolecular medicine principles to mental health, advocating the use of optimal concentrations of nutrients to treat psychiatric disorders.
-
B.
Orthomolecular Medicine News Service
Orthomolecular Medicine News Service is a publication that promotes and reports on health approaches centered on high-dose vitamins and other nutritional therapies associated with orthomolecular medicine.
-
C.
orthomolecular medicine
Orthomolecular medicine is an alternative medical approach that aims to prevent and treat disease by optimizing the concentrations of naturally occurring substances in the body, particularly through high-dose vitamin and nutrient supplementation.
-
D.
International Society for Orthomolecular Medicine
The International Society for Orthomolecular Medicine is a professional organization that promotes research, education, and clinical practice in the use of nutritional and biochemical therapies to optimize health and treat disease.
-
E.
Paracelsian iatrochemistry
Paracelsian iatrochemistry was an early modern medical-chemical movement inspired by Paracelsus that sought to explain and treat disease through chemical principles and remedies rather than traditional Galenic humoral theory.
- F. None of above.
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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed0fb9888190add847806555a14a |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cace2b88190981e3516123a417d |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d9fd9388190bef2020b97b2fc80 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e3325f08190a630644d0b6f7d76 |
completed | March 14, 2026, 8:37 a.m. |
Created at: March 9, 2026, 3:22 p.m.