Triple
T17022797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PIC microcontrollers |
E412986
|
entity |
| Predicate | hasDevelopmentTool |
P24782
|
FINISHED |
| Object |
PICkit programmer
The PICkit programmer is a low-cost in-circuit programming and debugging tool from Microchip used to load and test code on PIC microcontrollers and related devices.
|
E1245612
|
NE FINISHED |
How this triple was built (5 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: PICkit programmer | Statement: [PIC microcontrollers, hasDevelopmentTool, PICkit programmer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PICkit programmer Context triple: [PIC microcontrollers, hasDevelopmentTool, PICkit programmer]
-
A.
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.
-
B.
PIC microcontrollers
PIC microcontrollers are a family of compact, low-cost microcontrollers from Microchip Technology widely used in embedded systems and hobbyist electronics for their simplicity, versatility, and extensive development support.
-
C.
MSP430
MSP430 is a family of ultra-low-power 16-bit microcontrollers from Texas Instruments widely used in embedded systems and low-energy applications.
-
D.
Raspberry Pi Pico
Raspberry Pi Pico is a low-cost, microcontroller-based development board from the Raspberry Pi Foundation built around the RP2040 chip for embedded and hobbyist projects.
-
E.
Texas Instruments Explorer II
The Texas Instruments Explorer II was a second-generation Lisp machine workstation designed for AI research and symbolic processing in the late 1980s.
- 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: PICkit programmer Triple: [PIC microcontrollers, hasDevelopmentTool, PICkit programmer]
Generated description
The PICkit programmer is a low-cost in-circuit programming and debugging tool from Microchip used to load and test code on PIC microcontrollers and related devices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PICkit programmer Target entity description: The PICkit programmer is a low-cost in-circuit programming and debugging tool from Microchip used to load and test code on PIC microcontrollers and related devices.
-
A.
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.
-
B.
PIC microcontrollers
PIC microcontrollers are a family of compact, low-cost microcontrollers from Microchip Technology widely used in embedded systems and hobbyist electronics for their simplicity, versatility, and extensive development support.
-
C.
MSP430
MSP430 is a family of ultra-low-power 16-bit microcontrollers from Texas Instruments widely used in embedded systems and low-energy applications.
-
D.
Raspberry Pi Pico
Raspberry Pi Pico is a low-cost, microcontroller-based development board from the Raspberry Pi Foundation built around the RP2040 chip for embedded and hobbyist projects.
-
E.
Texas Instruments Explorer II
The Texas Instruments Explorer II was a second-generation Lisp machine workstation designed for AI research and symbolic processing in the late 1980s.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDevelopmentTool Context triple: [PIC microcontrollers, hasDevelopmentTool, PICkit programmer]
-
A.
hasSoftwareDevelopmentKit
Indicates that an entity provides or is associated with a software development kit (SDK) that can be used to develop, integrate, or extend its functionality.
-
B.
developedWith
Indicates that something was created, built, or produced using a specified tool, technology, method, or collaborator.
-
C.
hasDevelopmentSystem
chosen
Indicates that one entity possesses, uses, or is associated with a particular system, platform, or environment used for development activities.
-
D.
hasDevelopmentType
Indicates the type or category of development associated with an entity, such as the nature, form, or stage of its development.
-
E.
hasDevelopmentFunction
Indicates that an entity serves a role or purpose in the growth, progression, or improvement of another entity or process.
- F. None of above.
Provenance (6 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d1d2e48190bbcba129247c6c2e |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b514de481909c78c17a3014b468 |
completed | May 10, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_6a011c021e1c819098e04b1cbaf33ecd |
completed | May 11, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_6a011c8afb608190b51c7a4c9ccaa0a5 |
completed | May 11, 2026, 12:02 a.m. |
| PD | Predicate disambiguation | batch_69e35d5be7f48190af9db67a1e23850f |
completed | April 18, 2026, 10:30 a.m. |
Created at: April 10, 2026, 5:33 a.m.