Triple
T8030918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Goldacre |
E186974
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Bad Pharma
Bad Pharma is a non-fiction book by physician and writer Ben Goldacre that critically examines how the pharmaceutical industry distorts medical evidence and harms patients.
|
E708376
|
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: Bad Pharma | Statement: [Ben Goldacre, notableWork, Bad Pharma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Pharma Context triple: [Ben Goldacre, notableWork, Bad Pharma]
-
A.
Bad Medicine
"Bad Medicine" is a 1988 hard rock song by Bon Jovi that became one of the band’s biggest hits, known for its catchy chorus and energetic arena-rock style.
-
B.
Bitter Pills: Inside the Hazardous World of Legal Drugs
Bitter Pills: Inside the Hazardous World of Legal Drugs is a nonfiction investigative book that exposes the risks, regulatory failures, and human consequences surrounding the use and oversight of prescription medications.
-
C.
Miracle Drug
"Miracle Drug" is a song by the Irish rock band U2 from their 2004 album *How to Dismantle an Atomic Bomb*, noted for its soaring melody and themes of faith and healing.
-
D.
Hard Sell: The Evolution of a Viagra Salesman
Hard Sell: The Evolution of a Viagra Salesman is a nonfiction memoir by former Pfizer salesman Jamie Reidy, recounting his experiences promoting Viagra and offering an insider’s look at the pharmaceutical sales industry.
-
E.
Good News for People Who Love Bad News
Good News for People Who Love Bad News is a critically acclaimed 2004 indie rock album by Modest Mouse, featuring the hit single "Float On" and marking the band's mainstream breakthrough.
- 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: Bad Pharma Triple: [Ben Goldacre, notableWork, Bad Pharma]
Generated description
Bad Pharma is a non-fiction book by physician and writer Ben Goldacre that critically examines how the pharmaceutical industry distorts medical evidence and harms patients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Pharma Target entity description: Bad Pharma is a non-fiction book by physician and writer Ben Goldacre that critically examines how the pharmaceutical industry distorts medical evidence and harms patients.
-
A.
Bad Medicine
"Bad Medicine" is a 1988 hard rock song by Bon Jovi that became one of the band’s biggest hits, known for its catchy chorus and energetic arena-rock style.
-
B.
Bitter Pills: Inside the Hazardous World of Legal Drugs
Bitter Pills: Inside the Hazardous World of Legal Drugs is a nonfiction investigative book that exposes the risks, regulatory failures, and human consequences surrounding the use and oversight of prescription medications.
-
C.
Miracle Drug
"Miracle Drug" is a song by the Irish rock band U2 from their 2004 album *How to Dismantle an Atomic Bomb*, noted for its soaring melody and themes of faith and healing.
-
D.
Hard Sell: The Evolution of a Viagra Salesman
Hard Sell: The Evolution of a Viagra Salesman is a nonfiction memoir by former Pfizer salesman Jamie Reidy, recounting his experiences promoting Viagra and offering an insider’s look at the pharmaceutical sales industry.
-
E.
Good News for People Who Love Bad News
Good News for People Who Love Bad News is a critically acclaimed 2004 indie rock album by Modest Mouse, featuring the hit single "Float On" and marking the band's mainstream breakthrough.
- 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.