Triple
T1799666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Asimov's New Guide to Science |
E39685
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object |
The Collapsing Universe
The Collapsing Universe is a popular science book by Isaac Asimov that explains black holes, stellar evolution, and the ultimate fate of the cosmos in accessible, non-technical language.
|
E201026
|
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: The Collapsing Universe | Statement: [Asimov's New Guide to Science, relatedWork, The Collapsing Universe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Collapsing Universe Context triple: [Asimov's New Guide to Science, relatedWork, The Collapsing Universe]
-
A.
The Restless Universe
The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
-
B.
Essai de cosmologie
Essai de cosmologie is an 18th-century philosophical and scientific treatise by Pierre-Louis Moreau de Maupertuis that explores the structure and origins of the universe within the framework of early Enlightenment cosmology.
-
C.
With the Grain of the Universe
With the Grain of the Universe is a theological work by Stanley Hauerwas that explores the nature and task of theology through engagement with figures like Karl Barth, Reinhold Niebuhr, and Hans Frei.
-
D.
Death by Black Hole
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
-
E.
The Cosmic Connection
The Cosmic Connection is a popular science book by Carl Sagan that explores humanity’s place in the universe and the possibility of extraterrestrial life.
- 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: The Collapsing Universe Triple: [Asimov's New Guide to Science, relatedWork, The Collapsing Universe]
Generated description
The Collapsing Universe is a popular science book by Isaac Asimov that explains black holes, stellar evolution, and the ultimate fate of the cosmos in accessible, non-technical language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Collapsing Universe Target entity description: The Collapsing Universe is a popular science book by Isaac Asimov that explains black holes, stellar evolution, and the ultimate fate of the cosmos in accessible, non-technical language.
-
A.
The Restless Universe
The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
-
B.
Essai de cosmologie
Essai de cosmologie is an 18th-century philosophical and scientific treatise by Pierre-Louis Moreau de Maupertuis that explores the structure and origins of the universe within the framework of early Enlightenment cosmology.
-
C.
With the Grain of the Universe
With the Grain of the Universe is a theological work by Stanley Hauerwas that explores the nature and task of theology through engagement with figures like Karl Barth, Reinhold Niebuhr, and Hans Frei.
-
D.
Death by Black Hole
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
-
E.
The Cosmic Connection
The Cosmic Connection is a popular science book by Carl Sagan that explores humanity’s place in the universe and the possibility of extraterrestrial life.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6569b2e48190a56cf48160796d2e |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d8da888190a88f3bd8036e19f4 |
completed | March 8, 2026, 5:46 p.m. |
| NEDg | Description generation | batch_69adb69c149081908b5b819c068a1ce2 |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8be528c819092a5e22b099fc2a0 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.