Triple
T2091492
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Planck length |
E32679
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object | loop quantum gravity |
E176980
|
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: loop quantum gravity | Statement: [Planck length, usedIn, loop quantum gravity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: loop quantum gravity Context triple: [Planck length, usedIn, loop quantum gravity]
-
A.
loop quantum gravity
chosen
Loop quantum gravity is a theoretical framework in quantum gravity that attempts to quantize spacetime itself, predicting a discrete structure at the Planck scale without requiring extra dimensions or a background spacetime.
-
B.
general relativity
General relativity is Albert Einstein’s theory of gravitation that describes gravity as the curvature of spacetime caused by mass and energy, successfully explaining phenomena from planetary orbits to black holes and gravitational waves.
-
C.
Wheeler–DeWitt equation
The Wheeler–DeWitt equation is a fundamental equation in quantum gravity that attempts to describe the quantum state of the entire universe without reference to time.
-
D.
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.
-
E.
Bekenstein–Hawking entropy
Bekenstein–Hawking entropy is the thermodynamic entropy associated with a black hole, proportional to the area of its event horizon and fundamental in linking gravity, quantum theory, and thermodynamics.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba7626d081908c9c0f18942e128d |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2746fb3481909e0b7fdbd4748245 |
completed | March 9, 2026, 1:49 a.m. |
Created at: March 4, 2026, 7:43 p.m.