Triple
T16171737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MultiFinder |
E392454
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object | Macintosh Toolbox APIs |
E38944
|
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: Macintosh Toolbox APIs | Statement: [MultiFinder, uses, Macintosh Toolbox APIs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macintosh Toolbox APIs Context triple: [MultiFinder, uses, Macintosh Toolbox APIs]
-
A.
Macintosh Toolbox
chosen
The Macintosh Toolbox was the core collection of system software routines and services that provided the graphical user interface, event handling, and application support framework for the classic Mac OS.
-
B.
Macintosh Programmer’s Workshop
Macintosh Programmer’s Workshop was Apple’s primary professional development environment for classic Mac OS, providing command-line tools and compilers for building Macintosh applications in the 1980s and 1990s.
-
C.
NeXTSTEP Application Kit
NeXTSTEP Application Kit is an object-oriented GUI framework from the NeXTSTEP operating system that provided the foundation for modern Cocoa application development on macOS.
-
D.
Macintosh SCSI Manager
Macintosh SCSI Manager is the classic Mac OS software subsystem that provides low-level control and communication with SCSI storage and peripheral devices on 68k-based Macintosh computers.
-
E.
macOS Cocoa
macOS Cocoa is Apple’s native object-oriented application framework for building graphical user interfaces on macOS.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21eb7ab1481908fc35bfc8c56e5f2 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7bd87f08190a9f2a1524e5db2ba |
completed | May 10, 2026, 3:13 a.m. |
Created at: April 10, 2026, 5:02 a.m.