Triple
T3009466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carl Sagan bibliography |
E81981
|
entity |
| Predicate | includesNotableWork |
P24127
|
FINISHED |
| Object | The Demon-Haunted World |
E1109
|
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: The Demon-Haunted World | Statement: [Carl Sagan bibliography, includesNotableWork, The Demon-Haunted World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Demon-Haunted World Context triple: [Carl Sagan bibliography, includesNotableWork, The Demon-Haunted World]
-
A.
The Demon-Haunted World
chosen
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.
-
B.
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.
-
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.
The Intelligent Man's Guide to Science
The Intelligent Man's Guide to Science is a comprehensive popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific thought for general readers.
-
E.
Betrayal of Science and Reason
Betrayal of Science and Reason is a non-fiction book co-authored by Anne H. Ehrlich and Paul R. Ehrlich that critiques pseudoscience and anti-environmental propaganda while defending the role of sound science in public policy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9e11c4188190a3ae8fd0cbd8c2c0 |
completed | March 8, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e5f612c8190824deb0813a9f981 |
completed | March 11, 2026, 8:57 a.m. |
Created at: March 8, 2026, 3 p.m.