Triple
T8030938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ben Goldacre |
E186974
|
entity |
| Predicate | columnTitle |
P80672
|
FINISHED |
| Object | Bad Science |
E708375
|
NE FINISHED |
How this triple was built (3 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 Science | Statement: [Ben Goldacre, columnTitle, Bad Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Science Context triple: [Ben Goldacre, columnTitle, Bad Science]
-
A.
Bad Science
chosen
Bad Science is a popular science book by physician and journalist Ben Goldacre that critically examines the misuse of scientific evidence in media, marketing, and alternative medicine.
-
B.
Science: Good, Bad and Bogus
Science: Good, Bad and Bogus is a collection of essays by Martin Gardner critically examining pseudoscience, fringe theories, and common scientific misconceptions.
-
C.
Fads and Fallacies in the Name of Science
Fads and Fallacies in the Name of Science is a classic skeptical book by Martin Gardner that critically examines pseudoscience, fringe theories, and popular scientific misconceptions.
-
D.
Madd Scientist
Madd Scientist is a hip-hop music producer known for crafting beats and collaborating with underground rap artists.
-
E.
The Life Scientific
The Life Scientific is a BBC Radio 4 interview series in which physicist Jim Al-Khalili talks to leading scientists about their life stories, research, and the impact of their work.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: columnTitle Context triple: [Ben Goldacre, columnTitle, Bad Science]
-
A.
titleVariant
Indicates that one title is an alternative or variant form of another title referring to the same work or entity.
-
B.
titleOnTheLine
Indicates that a title or heading is positioned directly on a specific line (such as a line of text, a boundary, or a graphical line) rather than above, below, or separate from it.
-
C.
titleInLatinScript
Indicates that the title of an entity is written or represented using a Latin-based writing system.
-
D.
namedForTitle
Indicates that one entity is named after or in honor of the title (such as a rank, honorific, or formal designation) associated with another entity.
-
E.
containsTitle
Indicates that one entity includes or holds another entity’s title as part of its content or metadata.
- 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_69cc63c911c081909751b614966d986c |
completed | April 1, 2026, 12:16 a.m. |
| PD | Predicate disambiguation | batch_69cb049688208190b32088bd2c5930bc |
completed | March 30, 2026, 11:17 p.m. |
| PDg | Predicate description generation | batch_69cb14bcbbc0819094a98e7ffffb7a40 |
completed | March 31, 2026, 12:26 a.m. |
Created at: March 30, 2026, 5:22 p.m.