Triple

T210110
Position Surface form Disambiguated ID Type / Status
Subject STMicroelectronics microcontroller division E4695 entity
Predicate associatedWith P37 FINISHED
Object STMicroelectronics STM32 family
The STMicroelectronics STM32 family is a widely used series of 32-bit ARM-based microcontrollers designed for embedded applications ranging from consumer electronics to industrial and automotive systems.
 E4695 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: STMicroelectronics STM32 family | Statement: [STMicroelectronics microcontroller division, associatedWith, STMicroelectronics STM32 family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: STMicroelectronics STM32 family
Context triple: [STMicroelectronics microcontroller division, associatedWith, STMicroelectronics STM32 family]
  • A. 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.
  • B. ARM
    ARM is a family of energy-efficient RISC processor architectures widely used in mobile devices, embedded systems, and increasingly in laptops and servers.
  • C. Texas Instruments
    Texas Instruments is a major American technology company best known for designing and manufacturing semiconductors and calculators used worldwide.
  • D. Fairchild Semiconductor
    Fairchild Semiconductor was a pioneering American semiconductor company that played a central role in the development of Silicon Valley and the modern integrated circuit industry.
  • E. Motorola 68000 family
    The Motorola 68000 family is a line of 16/32-bit CISC microprocessors widely used in early personal computers, workstations, and game consoles during the 1980s and early 1990s.
  • 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: STMicroelectronics STM32 family
Triple: [STMicroelectronics microcontroller division, associatedWith, STMicroelectronics STM32 family]
Generated description
The STMicroelectronics STM32 family is a widely used series of 32-bit ARM-based microcontrollers designed for embedded applications ranging from consumer electronics to industrial and automotive systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: STMicroelectronics STM32 family
Target entity description: The STMicroelectronics STM32 family is a widely used series of 32-bit ARM-based microcontrollers designed for embedded applications ranging from consumer electronics to industrial and automotive systems.
  • A. STMicroelectronics microcontroller division chosen
    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.
  • B. ARM
    ARM is a family of energy-efficient RISC processor architectures widely used in mobile devices, embedded systems, and increasingly in laptops and servers.
  • C. Texas Instruments
    Texas Instruments is a major American technology company best known for designing and manufacturing semiconductors and calculators used worldwide.
  • D. Fairchild Semiconductor
    Fairchild Semiconductor was a pioneering American semiconductor company that played a central role in the development of Silicon Valley and the modern integrated circuit industry.
  • E. Motorola 68000 family
    The Motorola 68000 family is a line of 16/32-bit CISC microprocessors widely used in early personal computers, workstations, and game consoles during the 1980s and early 1990s.
  • F. None of above.

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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c2ead8481909996042efcae5e9d completed Feb. 28, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a338e8432081909c1b924250751022 completed Feb. 28, 2026, 6:50 p.m.
NEDg Description generation batch_69a339955c1081909ab38da591b836cf completed Feb. 28, 2026, 6:53 p.m.
NED2 Entity disambiguation (via description) batch_69a33a1d394c8190a9e1d686e20f1ade completed Feb. 28, 2026, 6:55 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.