Triple
T15103542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ARM Cortex-M series |
E360728
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
NXP LPC microcontrollers
NXP LPC microcontrollers are a family of low-power, high-integration ARM-based MCUs widely used in embedded systems for applications ranging from consumer electronics to industrial control.
|
E1138821
|
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: NXP LPC microcontrollers | Statement: [ARM Cortex-M series, usedIn, NXP LPC microcontrollers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NXP LPC microcontrollers Context triple: [ARM Cortex-M series, usedIn, NXP LPC microcontrollers]
-
A.
LPC2E
LPC2E is a French research laboratory specializing in the physics and chemistry of the environment and space.
-
B.
ARM Cortex-M series
The ARM Cortex-M series is a family of low-power, 32-bit RISC microcontroller cores widely used in embedded systems, IoT devices, and real-time applications.
-
C.
NXP Semiconductors
NXP Semiconductors is a global Dutch semiconductor manufacturer known for its automotive, secure identification, and embedded processing solutions.
-
D.
Silicon Labs EFM32 microcontrollers
Silicon Labs EFM32 microcontrollers are ultra-low-power 32-bit MCUs designed for energy-efficient embedded applications such as IoT, wearables, and battery-powered devices.
-
E.
Freescale Semiconductor
Freescale Semiconductor was an American semiconductor manufacturer, formerly part of Motorola, known for producing embedded processors and microcontrollers for automotive, industrial, and consumer 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: NXP LPC microcontrollers Triple: [ARM Cortex-M series, usedIn, NXP LPC microcontrollers]
Generated description
NXP LPC microcontrollers are a family of low-power, high-integration ARM-based MCUs widely used in embedded systems for applications ranging from consumer electronics to industrial control.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NXP LPC microcontrollers Target entity description: NXP LPC microcontrollers are a family of low-power, high-integration ARM-based MCUs widely used in embedded systems for applications ranging from consumer electronics to industrial control.
-
A.
LPC2E
LPC2E is a French research laboratory specializing in the physics and chemistry of the environment and space.
-
B.
ARM Cortex-M series
The ARM Cortex-M series is a family of low-power, 32-bit RISC microcontroller cores widely used in embedded systems, IoT devices, and real-time applications.
-
C.
NXP Semiconductors
NXP Semiconductors is a global Dutch semiconductor manufacturer known for its automotive, secure identification, and embedded processing solutions.
-
D.
Silicon Labs EFM32 microcontrollers
Silicon Labs EFM32 microcontrollers are ultra-low-power 32-bit MCUs designed for energy-efficient embedded applications such as IoT, wearables, and battery-powered devices.
-
E.
Freescale Semiconductor
Freescale Semiconductor was an American semiconductor manufacturer, formerly part of Motorola, known for producing embedded processors and microcontrollers for automotive, industrial, and consumer applications.
- 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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00551521c8190b48d1a074bb4bdfc |
completed | April 15, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7e6fc7c8190b517a7daa567d67c |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69feb9f7b6d88190886fd65ce736ed1b |
completed | May 9, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febaa20ffc819090dd4b113d8513d7 |
completed | May 9, 2026, 4:40 a.m. |
Created at: April 10, 2026, 3:05 a.m.