Triple
T15103543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ARM Cortex-M series |
E360728
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
TI Tiva C microcontrollers
TI Tiva C microcontrollers are a family of Texas Instruments 32-bit ARM Cortex-M–based MCUs designed for high-performance, low-power embedded applications with rich peripheral integration.
|
E1137165
|
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: TI Tiva C microcontrollers | Statement: [ARM Cortex-M series, usedIn, TI Tiva C microcontrollers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TI Tiva C microcontrollers Context triple: [ARM Cortex-M series, usedIn, TI Tiva C microcontrollers]
-
A.
MSP430
MSP430 is a family of ultra-low-power 16-bit microcontrollers from Texas Instruments widely used in embedded systems and low-energy applications.
-
B.
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.
-
C.
TI OMAP3430
The TI OMAP3430 is a Texas Instruments mobile applications processor that combines an ARM Cortex-A8 CPU with multimedia and power-management features for smartphones and portable devices.
-
D.
C6500
C6500 is a medium-duty truck model designation used by Chevrolet for certain versions of its Kodiak commercial trucks.
-
E.
TriCore
TriCore is a 32-bit microcontroller CPU architecture developed by Infineon that combines RISC, DSP, and microcontroller features for real-time embedded 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: TI Tiva C microcontrollers Triple: [ARM Cortex-M series, usedIn, TI Tiva C microcontrollers]
Generated description
TI Tiva C microcontrollers are a family of Texas Instruments 32-bit ARM Cortex-M–based MCUs designed for high-performance, low-power embedded applications with rich peripheral integration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TI Tiva C microcontrollers Target entity description: TI Tiva C microcontrollers are a family of Texas Instruments 32-bit ARM Cortex-M–based MCUs designed for high-performance, low-power embedded applications with rich peripheral integration.
-
A.
MSP430
MSP430 is a family of ultra-low-power 16-bit microcontrollers from Texas Instruments widely used in embedded systems and low-energy applications.
-
B.
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.
-
C.
TI OMAP3430
The TI OMAP3430 is a Texas Instruments mobile applications processor that combines an ARM Cortex-A8 CPU with multimedia and power-management features for smartphones and portable devices.
-
D.
C6500
C6500 is a medium-duty truck model designation used by Chevrolet for certain versions of its Kodiak commercial trucks.
-
E.
TriCore
TriCore is a 32-bit microcontroller CPU architecture developed by Infineon that combines RISC, DSP, and microcontroller features for real-time embedded 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_69feae274f6881908931569efc09996e |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feb06643508190a21939ff3e1389c6 |
completed | May 9, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb0d114388190b2b16703003da446 |
completed | May 9, 2026, 3:58 a.m. |
Created at: April 10, 2026, 3:05 a.m.