Triple
T17520538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OneHotEncoder |
E426668
|
entity |
| Predicate | isOftenImplementedAs |
P127762
|
FINISHED |
| Object | sparse matrix transformation |
—
|
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: sparse matrix transformation | Statement: [OneHotEncoder, isOftenImplementedAs, sparse matrix transformation]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isOftenImplementedAs Context triple: [OneHotEncoder, isOftenImplementedAs, sparse matrix transformation]
-
A.
commonlyImplementedBy
Indicates that the referenced item (e.g., a standard, interface, or pattern) is frequently realized or put into practice by the associated implementing entities.
-
B.
isImplementationOf
Indicates that one entity realizes, fulfills, or concretely carries out the specification, interface, or abstract definition provided by another entity.
-
C.
areImplementedBy
Indicates that one entity serves as the concrete realization or execution of the specification, design, or interface defined by another entity.
-
D.
alsoImplementedBy
Indicates that the same functionality, specification, or concept is realized or carried out by an additional implementation or agent beyond the primary one.
-
E.
implementedFor
Indicates that one entity has been created, developed, or configured to operate on behalf of, or to fulfill the needs or requirements of, another entity.
- F. None of above. chosen
Provenance (4 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d23cf08190925510344fa36f57 |
completed | April 19, 2026, 3:58 a.m. |
| PD | Predicate disambiguation | batch_69e3b4f8b9888190aa8a45e09acf4319 |
completed | April 18, 2026, 4:44 p.m. |
| PDg | Predicate description generation | batch_69e3bbb37d148190b7f38599c06594ee |
completed | April 18, 2026, 5:13 p.m. |
Created at: April 10, 2026, 5:49 a.m.