Triple
T9004087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carbon |
E215099
|
entity |
| Predicate | usedWith |
P4791
|
FINISHED |
| Object |
Metrowerks CodeWarrior
Metrowerks CodeWarrior is an integrated development environment and compiler suite popular in the 1990s and early 2000s for developing software on classic Mac OS, PowerPC, and embedded platforms.
|
E770634
|
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: Metrowerks CodeWarrior | Statement: [Carbon, usedWith, Metrowerks CodeWarrior]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metrowerks CodeWarrior Context triple: [Carbon, usedWith, Metrowerks CodeWarrior]
-
A.
IAR Embedded Workbench
IAR Embedded Workbench is a commercial integrated development environment and compiler suite widely used for building, debugging, and optimizing embedded systems across numerous microcontroller architectures.
-
B.
Borland C++
Borland C++ is an early, influential C and C++ integrated development environment and compiler for DOS and Windows that helped popularize C++ development on personal computers in the 1990s.
-
C.
Microchip MPLAB X
Microchip MPLAB X is an integrated development environment (IDE) from Microchip Technology used for developing, debugging, and programming applications for its microcontroller and microprocessor families.
-
D.
Borland
Borland was a prominent software company best known for its influential development tools and programming environments, particularly during the 1980s and 1990s.
-
E.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems 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: Metrowerks CodeWarrior Triple: [Carbon, usedWith, Metrowerks CodeWarrior]
Generated description
Metrowerks CodeWarrior is an integrated development environment and compiler suite popular in the 1990s and early 2000s for developing software on classic Mac OS, PowerPC, and embedded platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metrowerks CodeWarrior Target entity description: Metrowerks CodeWarrior is an integrated development environment and compiler suite popular in the 1990s and early 2000s for developing software on classic Mac OS, PowerPC, and embedded platforms.
-
A.
IAR Embedded Workbench
IAR Embedded Workbench is a commercial integrated development environment and compiler suite widely used for building, debugging, and optimizing embedded systems across numerous microcontroller architectures.
-
B.
Borland C++
Borland C++ is an early, influential C and C++ integrated development environment and compiler for DOS and Windows that helped popularize C++ development on personal computers in the 1990s.
-
C.
Microchip MPLAB X
Microchip MPLAB X is an integrated development environment (IDE) from Microchip Technology used for developing, debugging, and programming applications for its microcontroller and microprocessor families.
-
D.
Borland
Borland was a prominent software company best known for its influential development tools and programming environments, particularly during the 1980s and 1990s.
-
E.
Keil MDK
Keil MDK is a professional integrated development environment and toolchain for ARM-based microcontrollers, widely used for embedded systems 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6959497c8190a748c78504dd2eb6 |
completed | April 1, 2026, 12:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0e3f0c88190ae688632be25e5c9 |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd17e5850819087fbb60fdc612fd9 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd215204c8190886cc071f100aab6 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 7:05 p.m.