Triple
T26672884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jim Al-Khalili |
E672380
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
What’s Next? Even Scientists Can’t Predict the Future
"What’s Next? Even Scientists Can’t Predict the Future" is a popular science book by physicist Jim Al-Khalili that explores the limits of scientific prediction and the uncertainties surrounding humanity’s technological and societal future.
|
E1734217
|
NE FINISHED |
How this triple was built (2 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: What’s Next? Even Scientists Can’t Predict the Future | Statement: [Jim Al-Khalili, notableWork, What’s Next? Even Scientists Can’t Predict the Future]
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: What’s Next? Even Scientists Can’t Predict the Future Triple: [Jim Al-Khalili, notableWork, What’s Next? Even Scientists Can’t Predict the Future]
Generated description
"What’s Next? Even Scientists Can’t Predict the Future" is a popular science book by physicist Jim Al-Khalili that explores the limits of scientific prediction and the uncertainties surrounding humanity’s technological and societal future.
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_69eecda00a9c8190b2691f4d89db03b6 |
completed | April 27, 2026, 2:44 a.m. |
| NER | Named-entity recognition | batch_69f6170129f88190a8d34212c7e030a4 |
completed | May 2, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a11ec52e70c819080f9767f7a481b09 |
completed | May 23, 2026, 6:05 p.m. |
| NEDg | Description generation | batch_6a11ed2cc62c8190b582f46a4b2ca426 |
completed | May 23, 2026, 6:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a11edac59388190bfa4e3e288b7932e |
completed | May 23, 2026, 6:10 p.m. |
Created at: April 27, 2026, 3:14 a.m.