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.