Triple

T9614279
Position Surface form Disambiguated ID Type / Status
Subject TLC (triple-level cell) E232179 entity
Predicate comparedTo P278 FINISHED
Object MLC (multi-level cell)
MLC (multi-level cell) is a type of flash memory that stores two bits of data per cell, offering higher density than single-level cell (SLC) memory at the cost of reduced speed and endurance.
E811073 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: MLC (multi-level cell) | Statement: [TLC (triple-level cell), comparedTo, MLC (multi-level cell)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MLC (multi-level cell)
Context triple: [TLC (triple-level cell), comparedTo, MLC (multi-level cell)]
  • A. TLC (triple-level cell)
    TLC (triple-level cell) is a type of NAND flash memory that stores three bits of data per cell, offering higher storage density at lower cost but typically with reduced endurance and performance compared to single- and multi-level cell technologies.
  • B. 3D NAND
    3D NAND is a type of flash memory in which memory cells are stacked vertically in multiple layers to achieve higher storage density, lower cost per bit, and improved performance compared to traditional planar NAND.
  • C. Memory Stick Micro (M2)
    Memory Stick Micro (M2) is a compact, high-density flash memory card format developed by Sony for use in mobile phones and other portable electronic devices.
  • D. eMMC
    eMMC (embedded MultiMediaCard) is an integrated flash storage standard commonly used in smartphones, tablets, and other consumer electronics to provide compact, low-cost, non-volatile memory.
  • E. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • 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: MLC (multi-level cell)
Triple: [TLC (triple-level cell), comparedTo, MLC (multi-level cell)]
Generated description
MLC (multi-level cell) is a type of flash memory that stores two bits of data per cell, offering higher density than single-level cell (SLC) memory at the cost of reduced speed and endurance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MLC (multi-level cell)
Target entity description: MLC (multi-level cell) is a type of flash memory that stores two bits of data per cell, offering higher density than single-level cell (SLC) memory at the cost of reduced speed and endurance.
  • A. TLC (triple-level cell)
    TLC (triple-level cell) is a type of NAND flash memory that stores three bits of data per cell, offering higher storage density at lower cost but typically with reduced endurance and performance compared to single- and multi-level cell technologies.
  • B. 3D NAND
    3D NAND is a type of flash memory in which memory cells are stacked vertically in multiple layers to achieve higher storage density, lower cost per bit, and improved performance compared to traditional planar NAND.
  • C. Memory Stick Micro (M2)
    Memory Stick Micro (M2) is a compact, high-density flash memory card format developed by Sony for use in mobile phones and other portable electronic devices.
  • D. eMMC
    eMMC (embedded MultiMediaCard) is an integrated flash storage standard commonly used in smartphones, tablets, and other consumer electronics to provide compact, low-cost, non-volatile memory.
  • E. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • 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_69ca84867bb88190b4b57dd5a56d5691 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9aaaa47881908d69381d4d11f49b completed April 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17958287081908e337bdbe9ea366f completed April 4, 2026, 8:49 p.m.
NEDg Description generation batch_69d17d9d69908190879b160968e41745 completed April 4, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_69d17e4c9e40819081367d2365bf5dd2 completed April 4, 2026, 9:10 p.m.
Created at: March 30, 2026, 8:09 p.m.