Triple
T15616178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lisa Workshop |
E375416
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
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.
|
E1165991
|
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: Macintosh Programmer’s Workshop | Statement: [Lisa Workshop, relatedTo, Macintosh Programmer’s Workshop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macintosh Programmer’s Workshop Context triple: [Lisa Workshop, relatedTo, Macintosh Programmer’s Workshop]
-
A.
Macintosh Toolbox
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.
MacQuinn
MacQuinn is a surname variant of Quinn, typically associated with Irish or Gaelic heritage.
-
C.
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.
-
D.
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.
-
E.
The Macintosh Way
The Macintosh Way is a book by Guy Kawasaki that offers an insider’s account of Apple’s early Macintosh era and outlines his philosophy of evangelism-driven marketing and product development.
- 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: Macintosh Programmer’s Workshop Triple: [Lisa Workshop, relatedTo, Macintosh Programmer’s Workshop]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macintosh Programmer’s Workshop Target entity description: 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.
-
A.
Macintosh Toolbox
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.
MacQuinn
MacQuinn is a surname variant of Quinn, typically associated with Irish or Gaelic heritage.
-
C.
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.
-
D.
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.
-
E.
The Macintosh Way
The Macintosh Way is a book by Guy Kawasaki that offers an insider’s account of Apple’s early Macintosh era and outlines his philosophy of evangelism-driven marketing and product development.
- 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_69d85ccf2794819096cda4cbcb02d478 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e980b748190b43c0b650bf1e629 |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56dd1e4c819090bf3cd4425b39b7 |
completed | May 9, 2026, 3:46 p.m. |
| NEDg | Description generation | batch_69ff577e0ed08190a8f10f9e57c0e967 |
completed | May 9, 2026, 3:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff584b7b28819096fd2fad58ca32d6 |
completed | May 9, 2026, 3:52 p.m. |
Created at: April 10, 2026, 4:13 a.m.