Triple
T17676287
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BLAS |
E440649
|
entity |
| Predicate | hasImplementation |
P3697
|
FINISHED |
| Object |
IBM ESSL
IBM ESSL (Engineering and Scientific Subroutine Library) is IBM’s optimized mathematical library providing high-performance routines for numerical linear algebra and related scientific computing tasks on IBM systems.
|
E1282486
|
NE FINISHED |
How this triple was built (4 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: IBM ESSL | Statement: [BLAS, hasImplementation, IBM ESSL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IBM ESSL Context triple: [BLAS, hasImplementation, IBM ESSL]
-
A.
EISPACK
EISPACK is a numerical software library written in Fortran for computing eigenvalues and eigenvectors of matrices, widely used before being superseded by LAPACK.
-
B.
ESSL
ESSL is the ICAO airport code for Linköping City Airport in Sweden, used in aviation operations and flight planning.
-
C.
ELL (ELLPACK)
ELL (ELLPACK) is a sparse matrix storage format that stores each row with a fixed number of nonzero elements, enabling efficient and regular memory access patterns on parallel architectures like GPUs.
-
D.
NAG Library
NAG Library is a comprehensive, commercially developed numerical software library providing a wide range of routines for mathematical and statistical computation.
-
E.
ESS (Emacs Speaks Statistics)
ESS (Emacs Speaks Statistics) is an Emacs-based add-on package that provides an integrated, script-oriented environment for interactive statistical programming and data analysis, especially with R and other statistical languages.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: IBM ESSL Triple: [BLAS, hasImplementation, IBM ESSL]
Generated description
IBM ESSL (Engineering and Scientific Subroutine Library) is IBM’s optimized mathematical library providing high-performance routines for numerical linear algebra and related scientific computing tasks on IBM systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IBM ESSL Target entity description: IBM ESSL (Engineering and Scientific Subroutine Library) is IBM’s optimized mathematical library providing high-performance routines for numerical linear algebra and related scientific computing tasks on IBM systems.
-
A.
EISPACK
EISPACK is a numerical software library written in Fortran for computing eigenvalues and eigenvectors of matrices, widely used before being superseded by LAPACK.
-
B.
ESSL
ESSL is the ICAO airport code for Linköping City Airport in Sweden, used in aviation operations and flight planning.
-
C.
ELL (ELLPACK)
ELL (ELLPACK) is a sparse matrix storage format that stores each row with a fixed number of nonzero elements, enabling efficient and regular memory access patterns on parallel architectures like GPUs.
-
D.
NAG Library
NAG Library is a comprehensive, commercially developed numerical software library providing a wide range of routines for mathematical and statistical computation.
-
E.
ESS (Emacs Speaks Statistics)
ESS (Emacs Speaks Statistics) is an Emacs-based add-on package that provides an integrated, script-oriented environment for interactive statistical programming and data analysis, especially with R and other statistical languages.
- F. None of above. chosen
Provenance (5 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6d9ab88190ab0e25eac8b0101c |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022325d6108190975082abcdb21ce1 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022759531c8190a77c5dc4e3ccaee6 |
completed | May 11, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0227ff79d881908ad190b2665bc63d |
completed | May 11, 2026, 7:03 p.m. |
Created at: April 10, 2026, 10 a.m.