Triple
T8030942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Goldacre |
E186974
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object |
evidence-based medicine movement
The evidence-based medicine movement is a healthcare approach that emphasizes using rigorous scientific research and clinical data to guide medical decisions and treatments.
|
E708380
|
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: evidence-based medicine movement | Statement: [Ben Goldacre, movement, evidence-based medicine movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: evidence-based medicine movement Context triple: [Ben Goldacre, movement, evidence-based medicine movement]
-
A.
EBM
EBM (Electronic Body Music) is a hard-edged electronic music genre that emerged in the early 1980s, combining industrial, synth-punk, and dance music into a driving, rhythmic style.
-
B.
Cochrane
Cochrane is a Scottish surname historically associated with notable figures in the British Royal Navy and public life.
-
C.
Cochrane
Cochrane is a small town in northeastern Ontario, Canada, known for its railway heritage, cold climate, and as a gateway to the James Bay region.
-
D.
Centre for Evidence Synthesis
The Centre for Evidence Synthesis is a specialized unit within Norway’s public health system that conducts systematic reviews and evidence assessments to inform health policy and practice.
-
E.
Medical Education in the United States and Canada
Medical Education in the United States and Canada is Abraham Flexner’s landmark 1910 report that revolutionized North American medical training by promoting rigorous scientific standards and leading to widespread reform and consolidation of medical schools.
- 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: evidence-based medicine movement Triple: [Ben Goldacre, movement, evidence-based medicine movement]
Generated description
The evidence-based medicine movement is a healthcare approach that emphasizes using rigorous scientific research and clinical data to guide medical decisions and treatments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: evidence-based medicine movement Target entity description: The evidence-based medicine movement is a healthcare approach that emphasizes using rigorous scientific research and clinical data to guide medical decisions and treatments.
-
A.
EBM
EBM (Electronic Body Music) is a hard-edged electronic music genre that emerged in the early 1980s, combining industrial, synth-punk, and dance music into a driving, rhythmic style.
-
B.
Cochrane
Cochrane is a Scottish surname historically associated with notable figures in the British Royal Navy and public life.
-
C.
Cochrane
Cochrane is a small town in northeastern Ontario, Canada, known for its railway heritage, cold climate, and as a gateway to the James Bay region.
-
D.
Centre for Evidence Synthesis
The Centre for Evidence Synthesis is a specialized unit within Norway’s public health system that conducts systematic reviews and evidence assessments to inform health policy and practice.
-
E.
Medical Education in the United States and Canada
Medical Education in the United States and Canada is Abraham Flexner’s landmark 1910 report that revolutionized North American medical training by promoting rigorous scientific standards and leading to widespread reform and consolidation of medical schools.
- 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_69ca82ae2d1081909dbfee42b41db419 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3eef921081908d0ea21f142c175a |
completed | March 31, 2026, 3:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56e812dc81908916fc7163ae344a |
completed | March 31, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69cc58abd96c8190ab9eeaece67d5408 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cc2f71081909cb7c0c245368edb |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:22 p.m.