Triple
T27762220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adam |
E701497
|
entity |
| Predicate | defaultHyperparameter |
P128025
|
FINISHED |
| Object | learning rate = 0.001 |
—
|
LITERAL 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: learning rate = 0.001 | Statement: [Adam, defaultHyperparameter, learning rate = 0.001]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: defaultHyperparameter Context triple: [Adam, defaultHyperparameter, learning rate = 0.001]
-
A.
defaultParameterSet
Indicates that a particular set of parameters is designated as the standard or fallback configuration to be used when no other specific parameter set is provided.
-
B.
defaultValue
chosen
Indicates that one entity serves as the pre-assigned or fallback value automatically used for another entity when no explicit value is provided.
-
C.
typicalDefaultLearningRate
Indicates the standard or commonly used learning rate value typically applied by default in a learning or optimization process.
-
D.
defaultDriver
Indicates that one entity is designated as the primary or standard driver for another entity (such as a vehicle or account).
-
E.
defaultRemote
Indicates that one entity is designated as the primary or standard remote counterpart used by another entity for communication, synchronization, or access.
- F. None of above.
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_69ef6a5193808190816eb7d0020b2d87 |
completed | April 27, 2026, 1:53 p.m. |
| NER | Named-entity recognition | batch_69f6c49627908190b3553474c7c3072b |
completed | May 3, 2026, 3:44 a.m. |
| PD | Predicate disambiguation | batch_69f6c3f23ae081909a52801266063a3c |
completed | May 3, 2026, 3:41 a.m. |
Created at: April 27, 2026, 4:28 p.m.