Triple

T8612074
Position Surface form Disambiguated ID Type / Status
Subject Nordic nRF51822 E203933 entity
Predicate supportsDevelopmentEnvironment P24782 FINISHED
Object GCC ARM Embedded
GCC ARM Embedded is a free, open-source toolchain based on the GNU Compiler Collection for developing software on ARM-based microcontrollers and processors.
 E745386 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: GCC ARM Embedded | Statement: [Nordic nRF51822, supportsDevelopmentEnvironment, GCC ARM Embedded]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GCC ARM Embedded
Context triple: [Nordic nRF51822, supportsDevelopmentEnvironment, GCC ARM Embedded]
  • 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
    ARM is the National Rail station code for Armadale railway station in West Lothian, Scotland.
  • C. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • D. ARM
    ARM is a family of energy-efficient RISC processor architectures widely used in mobile devices, embedded systems, and increasingly in laptops and servers.
  • E. ARM
    ARM is a South African diversified mining and minerals company involved in the exploration and production of commodities such as iron ore, manganese, coal, copper, and platinum group metals.
  • 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: GCC ARM Embedded
Triple: [Nordic nRF51822, supportsDevelopmentEnvironment, GCC ARM Embedded]
Generated description
GCC ARM Embedded is a free, open-source toolchain based on the GNU Compiler Collection for developing software on ARM-based microcontrollers and processors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: GCC ARM Embedded
Target entity description: GCC ARM Embedded is a free, open-source toolchain based on the GNU Compiler Collection for developing software on ARM-based microcontrollers and processors.
  • 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
    ARM is the National Rail station code for Armadale railway station in West Lothian, Scotland.
  • C. ARM
    ARM is the three-letter International Olympic Committee country code representing Armenia in the Olympic Games.
  • D. ARM
    ARM is a family of energy-efficient RISC processor architectures widely used in mobile devices, embedded systems, and increasingly in laptops and servers.
  • E. ARM
    ARM is a South African diversified mining and minerals company involved in the exploration and production of commodities such as iron ore, manganese, coal, copper, and platinum group metals.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46fdf21c81908ffc6363e98ab871 completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea91456a88190a7416b0f1a0327d6 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69cea9e685388190a4be9d2135dc02d0 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaababe2c8190bc47430d33bfdbaa completed April 2, 2026, 5:43 p.m.
Created at: March 30, 2026, 6:25 p.m.