Triple
T9450764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin Martin |
E227882
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
American medical community
The American medical community is the collective body of healthcare professionals, institutions, and organizations in the United States dedicated to advancing medical practice, research, education, and patient care.
|
E274455
|
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: American medical community | Statement: [Franklin Martin, memberOf, American medical community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American medical community Context triple: [Franklin Martin, memberOf, American medical community]
-
A.
American Medical Association
The American Medical Association is a leading professional organization for physicians in the United States that sets ethical standards, influences health policy, and advocates for the medical profession and patient care.
-
B.
United States healthcare system
The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
-
C.
U.S. Healthcare
U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
-
D.
American Medical Association Council on Science and Public Health
The American Medical Association Council on Science and Public Health is an expert advisory body within the AMA that evaluates scientific evidence and public health issues to inform the association’s policies and recommendations.
-
E.
Association of American Physicians
The Association of American Physicians is an honorific, elected society of leading physician-scientists in the United States dedicated to advancing medical research and clinical practice.
- 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: American medical community Triple: [Franklin Martin, memberOf, American medical community]
Generated description
The American medical community is the collective body of healthcare professionals, institutions, and organizations in the United States dedicated to advancing medical practice, research, education, and patient care.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: American medical community Target entity description: The American medical community is the collective body of healthcare professionals, institutions, and organizations in the United States dedicated to advancing medical practice, research, education, and patient care.
-
A.
American Medical Association
The American Medical Association is a leading professional organization for physicians in the United States that sets ethical standards, influences health policy, and advocates for the medical profession and patient care.
-
B.
United States healthcare system
chosen
The United States healthcare system is a complex mix of public and private providers, insurers, and regulators that delivers medical care through a largely market-based structure with significant variations in access, cost, and quality.
-
C.
U.S. Healthcare
U.S. Healthcare is the Walgreens Boots Alliance division focused on providing healthcare services, pharmacy solutions, and related clinical offerings across the United States.
-
D.
American Medical Association Council on Science and Public Health
The American Medical Association Council on Science and Public Health is an expert advisory body within the AMA that evaluates scientific evidence and public health issues to inform the association’s policies and recommendations.
-
E.
Association of American Physicians
The Association of American Physicians is an honorific, elected society of leading physician-scientists in the United States dedicated to advancing medical research and clinical practice.
- 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_69ca8439f8bc8190997f2ef40c9f0bc2 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f6649a48190b6844daa6202efe5 |
completed | April 1, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12272a2dc8190892a22db0799b6a4 |
completed | April 4, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69d12395841c8190857de8a50ab6345c |
completed | April 4, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1275bcbd88190a5742a9cf802425a |
completed | April 4, 2026, 2:59 p.m. |
Created at: March 30, 2026, 7:51 p.m.