Triple
T2596637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Sanford Nye |
E58246
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Unstoppable: Harnessing Science to Change the World
Unstoppable: Harnessing Science to Change the World is a popular science book by Bill Nye that explains key scientific concepts and advocates for using science and innovation to address global challenges like climate change.
|
E281849
|
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: Unstoppable: Harnessing Science to Change the World | Statement: [William Sanford Nye, notableWork, Unstoppable: Harnessing Science to Change the World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Unstoppable: Harnessing Science to Change the World Context triple: [William Sanford Nye, notableWork, Unstoppable: Harnessing Science to Change the World]
-
A.
Seven Elements That Have Changed the World
Seven Elements That Have Changed the World is a non-fiction book by Lord Browne of Madingley that explores how seven key chemical elements have shaped human history, technology, and society.
-
B.
Redefining the Possible
Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
-
C.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
-
D.
The Value of Science
The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
-
E.
The Science of Things
The Science of Things is a 1999 alternative rock album by Gavin Rossdale’s band Bush, known for blending post-grunge guitar work with electronic influences.
- 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: Unstoppable: Harnessing Science to Change the World Triple: [William Sanford Nye, notableWork, Unstoppable: Harnessing Science to Change the World]
Generated description
Unstoppable: Harnessing Science to Change the World is a popular science book by Bill Nye that explains key scientific concepts and advocates for using science and innovation to address global challenges like climate change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Unstoppable: Harnessing Science to Change the World Target entity description: Unstoppable: Harnessing Science to Change the World is a popular science book by Bill Nye that explains key scientific concepts and advocates for using science and innovation to address global challenges like climate change.
-
A.
Seven Elements That Have Changed the World
Seven Elements That Have Changed the World is a non-fiction book by Lord Browne of Madingley that explores how seven key chemical elements have shaped human history, technology, and society.
-
B.
Redefining the Possible
Redefining the Possible is the official motto of California State University, Sacramento, expressing the institution’s commitment to expanding opportunities and challenging traditional limits in higher education.
-
C.
Science for a changing world
"Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
-
D.
The Value of Science
The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
-
E.
The Science of Things
The Science of Things is a 1999 alternative rock album by Gavin Rossdale’s band Bush, known for blending post-grunge guitar work with electronic influences.
- 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd42b3cd4819093b2cab78de1f66c |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83c798088190944e7d754aa9aa06 |
completed | March 10, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69af84a08ffc8190b113d07f3d322d0c |
completed | March 10, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af85a052448190898ee1a2f8368122 |
completed | March 10, 2026, 2:44 a.m. |
Created at: March 6, 2026, 9:49 p.m.