Triple
T308329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isaac Asimov |
E6350
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Asimov's New Guide to Science
Asimov's New Guide to Science is a comprehensive, accessible popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific discovery for general readers.
|
E39685
|
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: Asimov's New Guide to Science | Statement: [Isaac Asimov, notableWork, Asimov's New Guide to Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Asimov's New Guide to Science Context triple: [Isaac Asimov, notableWork, Asimov's New Guide to Science]
-
A.
Cosmos (book)
Cosmos is a popular science book by Carl Sagan that explores the universe, the history of science, and humanity’s place in the cosmos.
-
B.
Encyclopaedia Galactica
"Encyclopaedia Galactica" is a segment from Carl Sagan’s television series "Cosmos: A Personal Voyage" that explores the possibilities of extraterrestrial intelligence and the future of human knowledge in the universe.
-
C.
The Demon-Haunted World
The Demon-Haunted World is a popular science book by Carl Sagan that champions critical thinking and the scientific method as antidotes to superstition and pseudoscience.
-
D.
The Scientist as Rebel (book)
The Scientist as Rebel is a collection of essays by physicist and mathematician Freeman Dyson that explores science, religion, ethics, and the role of dissent in scientific progress.
-
E.
The Zetetic
The Zetetic was the original title of the magazine now known as Skeptical Inquirer, an early publication devoted to critical examination of paranormal and pseudoscientific claims.
- 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: Asimov's New Guide to Science Triple: [Isaac Asimov, notableWork, Asimov's New Guide to Science]
Generated description
Asimov's New Guide to Science is a comprehensive, accessible popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific discovery for general readers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Asimov's New Guide to Science Target entity description: Asimov's New Guide to Science is a comprehensive, accessible popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific discovery for general readers.
-
A.
Cosmos (book)
Cosmos is a popular science book by Carl Sagan that explores the universe, the history of science, and humanity’s place in the cosmos.
-
B.
Encyclopaedia Galactica
"Encyclopaedia Galactica" is a segment from Carl Sagan’s television series "Cosmos: A Personal Voyage" that explores the possibilities of extraterrestrial intelligence and the future of human knowledge in the universe.
-
C.
The Demon-Haunted World
The Demon-Haunted World is a popular science book by Carl Sagan that champions critical thinking and the scientific method as antidotes to superstition and pseudoscience.
-
D.
The Scientist as Rebel (book)
The Scientist as Rebel is a collection of essays by physicist and mathematician Freeman Dyson that explores science, religion, ethics, and the role of dissent in scientific progress.
-
E.
The Zetetic
The Zetetic was the original title of the magazine now known as Skeptical Inquirer, an early publication devoted to critical examination of paranormal and pseudoscientific claims.
- 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_69a2e79230508190b912ecb555aae17e |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea3289608190a36c20a47761c6e4 |
completed | Feb. 28, 2026, 1:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3b475e91c8190b68b05a8112d35dd |
completed | March 1, 2026, 3:37 a.m. |
| NEDg | Description generation | batch_69a3b52d7d208190b03eac35baed1294 |
completed | March 1, 2026, 3:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3b5c1360c819093622754b6f1d2d8 |
completed | March 1, 2026, 3:42 a.m. |
Created at: Feb. 28, 2026, 1:06 p.m.