Triple
T11410466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Large-Scale Structure of the Universe |
E270355
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Principles of Physical Cosmology |
E270356
|
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: Principles of Physical Cosmology | Statement: [The Large-Scale Structure of the Universe, relatedWork, Principles of Physical Cosmology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principles of Physical Cosmology Context triple: [The Large-Scale Structure of the Universe, relatedWork, Principles of Physical Cosmology]
-
A.
Principles of Physical Cosmology
chosen
Principles of Physical Cosmology is a foundational textbook that systematically develops the theoretical framework and observational basis of modern cosmology, including the Big Bang model, structure formation, and the large-scale properties of the universe.
-
B.
Cosmology (Steven Weinberg)
Cosmology (Steven Weinberg) is a graduate-level textbook that presents a rigorous, modern treatment of theoretical cosmology, emphasizing the application of general relativity and quantum field theory to the large-scale structure and evolution of the universe.
-
C.
The Origin and Fate of the Universe
The Origin and Fate of the Universe is a chapter in Stephen Hawking’s popular science book A Brief History of Time that explores cosmological models for how the universe began, evolves, and might ultimately end.
-
D.
An Essay in Cosmology
An Essay in Cosmology is the subtitle of Alfred North Whitehead’s major philosophical work *Process and Reality*, which presents his influential process philosophy and metaphysical system.
-
E.
The Large-Scale Structure of the Universe
The Large-Scale Structure of the Universe is a foundational cosmology book by James Peebles that systematically develops the theory and observations of how matter is distributed on the largest cosmic scales.
- 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_69d6aaddeaa8819088b30ef7b50598c9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8015017d08190b4020c76545556d6 |
completed | April 9, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b845ed488190b7680ddf09177ea0 |
completed | April 20, 2026, 5:23 a.m. |
Created at: April 8, 2026, 9:34 p.m.