Triple
T11410465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Large-Scale Structure of the Universe |
E270355
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Physical Cosmology |
E270354
|
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: Physical Cosmology | Statement: [The Large-Scale Structure of the Universe, relatedWork, Physical Cosmology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Physical Cosmology Context triple: [The Large-Scale Structure of the Universe, relatedWork, Physical Cosmology]
-
A.
Physical Cosmology
chosen
Physical Cosmology is a branch of astrophysics that studies the large-scale structure, origin, evolution, and fate of the universe using the laws of physics.
-
B.
Principles of Physical Cosmology
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.
-
C.
Gravitation and Cosmology
Gravitation and Cosmology is a landmark graduate-level textbook by Steven Weinberg that presents a comprehensive, modern treatment of general relativity and its applications to cosmology and astrophysics.
-
D.
Big Bang cosmology
Big Bang cosmology is the prevailing scientific framework that explains the origin, early evolution, and large-scale structure of the universe as emerging from an extremely hot, dense initial state that has been expanding over time.
-
E.
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.
- 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.