Triple

T14388252
Position Surface form Disambiguated ID Type / Status
Subject Mali-G710 E356777 entity
Predicate introducedBy P513 FINISHED
Object Arm Mali GPU roadmap
Arm Mali GPU roadmap is Arm's forward-looking product plan outlining the evolution, features, and release sequence of its Mali graphics processing units for mobile and embedded devices.
E660965 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 Mali GPU roadmap | Statement: [Mali-G710, introducedBy, Arm Mali GPU roadmap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arm Mali GPU roadmap
Context triple: [Mali-G710, introducedBy, Arm Mali GPU roadmap]
  • A. ARM Mali
    ARM Mali is a family of graphics processing units (GPUs) designed by Arm Holdings and widely used in mobile and embedded devices for 3D graphics and compute acceleration.
  • B. ARM Mali-G715
    ARM Mali-G715 is a high-performance mobile GPU architecture from ARM designed to deliver advanced graphics and efficient ray tracing for modern smartphones and other portable devices.
  • C. ARM Mali-G710 MP7
    The ARM Mali-G710 MP7 is a mid-to-high-end mobile GPU based on ARM's Valhall architecture, designed to deliver efficient performance for advanced graphics and machine learning workloads in smartphones and other portable devices.
  • D. Broadcom VideoCore GPUs
    Broadcom VideoCore GPUs are a family of low-power graphics and multimedia processors widely used in devices like Raspberry Pi boards to handle 3D graphics, video decoding, and display tasks.
  • E. Imagination PowerVR
    Imagination PowerVR is a family of graphics processing units (GPUs) developed by Imagination Technologies, widely used in mobile and embedded devices for efficient 3D graphics and multimedia acceleration.
  • 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 Mali GPU roadmap
Triple: [Mali-G710, introducedBy, Arm Mali GPU roadmap]
Generated description
Arm Mali GPU roadmap is Arm's forward-looking product plan outlining the evolution, features, and release sequence of its Mali graphics processing units for mobile and embedded devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arm Mali GPU roadmap
Target entity description: Arm Mali GPU roadmap is Arm's forward-looking product plan outlining the evolution, features, and release sequence of its Mali graphics processing units for mobile and embedded devices.
  • A. ARM Mali chosen
    ARM Mali is a family of graphics processing units (GPUs) designed by Arm Holdings and widely used in mobile and embedded devices for 3D graphics and compute acceleration.
  • B. ARM Mali-G715
    ARM Mali-G715 is a high-performance mobile GPU architecture from ARM designed to deliver advanced graphics and efficient ray tracing for modern smartphones and other portable devices.
  • C. ARM Mali-G710 MP7
    The ARM Mali-G710 MP7 is a mid-to-high-end mobile GPU based on ARM's Valhall architecture, designed to deliver efficient performance for advanced graphics and machine learning workloads in smartphones and other portable devices.
  • D. Broadcom VideoCore GPUs
    Broadcom VideoCore GPUs are a family of low-power graphics and multimedia processors widely used in devices like Raspberry Pi boards to handle 3D graphics, video decoding, and display tasks.
  • E. Imagination PowerVR
    Imagination PowerVR is a family of graphics processing units (GPUs) developed by Imagination Technologies, widely used in mobile and embedded devices for efficient 3D graphics and multimedia acceleration.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90283b9c8190b50d30ad58bfe085 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551623608190ba1de09b423cc5e1 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671340081909d87978be2a5522b completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57a6711881909429bba35ee867c6 completed May 8, 2026, 3:25 a.m.
Created at: April 10, 2026, 1:16 a.m.