Triple
T1832474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adafruit Circuit Playground Express |
E40789
|
entity |
| Predicate | hasMicrocontroller |
P34286
|
FINISHED |
| Object |
Microchip ATSAMD21
Microchip ATSAMD21 is a low-power 32-bit ARM Cortex-M0+ microcontroller widely used in maker and embedded applications for its integrated peripherals and ease of use.
|
E203929
|
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: Microchip ATSAMD21 | Statement: [Adafruit Circuit Playground Express, hasMicrocontroller, Microchip ATSAMD21]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microchip ATSAMD21 Context triple: [Adafruit Circuit Playground Express, hasMicrocontroller, Microchip ATSAMD21]
-
A.
Calliope mini
Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
-
B.
ESP32 microcontrollers
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
C.
STMicroelectronics microcontroller division
The STMicroelectronics microcontroller division is a business unit of STMicroelectronics that designs and manufactures a wide range of microcontroller products used in embedded systems across industrial, automotive, and consumer applications.
-
D.
STMicroelectronics
STMicroelectronics is a major European semiconductor manufacturer known for producing a wide range of integrated circuits and electronic components for automotive, industrial, and consumer applications.
-
E.
ON Semiconductor
ON Semiconductor is a leading global supplier of power and analog semiconductor solutions used in automotive, industrial, and other high-performance electronic applications.
- 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: Microchip ATSAMD21 Triple: [Adafruit Circuit Playground Express, hasMicrocontroller, Microchip ATSAMD21]
Generated description
Microchip ATSAMD21 is a low-power 32-bit ARM Cortex-M0+ microcontroller widely used in maker and embedded applications for its integrated peripherals and ease of use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microchip ATSAMD21 Target entity description: Microchip ATSAMD21 is a low-power 32-bit ARM Cortex-M0+ microcontroller widely used in maker and embedded applications for its integrated peripherals and ease of use.
-
A.
Calliope mini
Calliope mini is a small educational microcontroller board designed to teach children and beginners programming and electronics through interactive projects.
-
B.
ESP32 microcontrollers
ESP32 microcontrollers are low-cost, low-power Wi-Fi and Bluetooth-enabled system-on-chips from Espressif, widely used for IoT, embedded, and hobbyist electronics projects.
-
C.
STMicroelectronics microcontroller division
The STMicroelectronics microcontroller division is a business unit of STMicroelectronics that designs and manufactures a wide range of microcontroller products used in embedded systems across industrial, automotive, and consumer applications.
-
D.
STMicroelectronics
STMicroelectronics is a major European semiconductor manufacturer known for producing a wide range of integrated circuits and electronic components for automotive, industrial, and consumer applications.
-
E.
ON Semiconductor
ON Semiconductor is a leading global supplier of power and analog semiconductor solutions used in automotive, industrial, and other high-performance electronic applications.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMicrocontroller Context triple: [Adafruit Circuit Playground Express, hasMicrocontroller, Microchip ATSAMD21]
-
A.
hasMIC
Indicates that an entity has a specified Minimum Inhibitory Concentration (MIC) value in relation to an antimicrobial agent.
-
B.
hasUSBPort
Indicates that one entity is equipped with or includes a USB port available for connection or data/power transfer.
-
C.
hasClockSpeed
Indicates that an entity (typically a processor or device) operates at a specified clock frequency or speed.
-
D.
isMICFor
Indicates that one entity represents the minimum inhibitory concentration (MIC) value determined for another entity, typically a microorganism or drug.
-
E.
hasSensor
Indicates that one entity is equipped with, contains, or uses a particular sensor.
- F. None of above. chosen
Provenance (7 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_69a8864644bc8190b2358ab897194ac1 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb45402688190b9a535b14030c354 |
completed | March 7, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf6f212c8190b0d182f8486d9e47 |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc080abb88190883c35943dc7cb10 |
completed | March 8, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc13330888190a2b99c6fcbb97d49 |
completed | March 8, 2026, 6:34 p.m. |
| PD | Predicate disambiguation | batch_69abafd6a9948190ac2b2743db6f8f69 |
completed | March 7, 2026, 4:55 a.m. |
| PDg | Predicate description generation | batch_69abb4517f9c8190a5d9bc965a4f29c9 |
completed | March 7, 2026, 5:14 a.m. |
Created at: March 4, 2026, 7:32 p.m.