Triple

T15103553
Position Surface form Disambiguated ID Type / Status
Subject ARM Cortex-M series E360728 entity
Predicate includesModel P1393 FINISHED
Object ARM Cortex-M23
The ARM Cortex-M23 is a low-power, entry-level 32-bit microcontroller core based on the ARMv8-M architecture with TrustZone security, designed for cost-sensitive embedded and IoT applications.
E1140959 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: ARM Cortex-M23 | Statement: [ARM Cortex-M series, includesModel, ARM Cortex-M23]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ARM Cortex-M23
Context triple: [ARM Cortex-M series, includesModel, ARM Cortex-M23]
  • A. 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.
  • B. ARM Cortex-R series
    The ARM Cortex-R series is a family of 32-bit RISC processor cores designed by ARM for high-performance, real-time and safety-critical embedded applications such as automotive, industrial control, and storage systems.
  • C. ARM Cortex-A
    ARM Cortex-A is a family of 32-bit and 64-bit application processor cores from Arm designed for high-performance, feature-rich devices such as smartphones, tablets, and embedded systems.
  • D. ARMv7-A architecture
    ARMv7-A architecture is a 32-bit ARM processor architecture widely used in smartphones, tablets, and embedded systems, featuring advanced performance, virtualization, and security capabilities.
  • E. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • 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: ARM Cortex-M23
Triple: [ARM Cortex-M series, includesModel, ARM Cortex-M23]
Generated description
The ARM Cortex-M23 is a low-power, entry-level 32-bit microcontroller core based on the ARMv8-M architecture with TrustZone security, designed for cost-sensitive embedded and IoT applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ARM Cortex-M23
Target entity description: The ARM Cortex-M23 is a low-power, entry-level 32-bit microcontroller core based on the ARMv8-M architecture with TrustZone security, designed for cost-sensitive embedded and IoT applications.
  • A. 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.
  • B. ARM Cortex-R series
    The ARM Cortex-R series is a family of 32-bit RISC processor cores designed by ARM for high-performance, real-time and safety-critical embedded applications such as automotive, industrial control, and storage systems.
  • C. ARM Cortex-A
    ARM Cortex-A is a family of 32-bit and 64-bit application processor cores from Arm designed for high-performance, feature-rich devices such as smartphones, tablets, and embedded systems.
  • D. ARMv7-A architecture
    ARMv7-A architecture is a 32-bit ARM processor architecture widely used in smartphones, tablets, and embedded systems, featuring advanced performance, virtualization, and security capabilities.
  • E. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • 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_69fec87ce9808190a862ac5839272711 completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec93f7c9c8190b9d1722180517d7c completed May 9, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_69fec9c518a08190b0ae7adad43a7f2c completed May 9, 2026, 5:44 a.m.
Created at: April 10, 2026, 3:05 a.m.