Triple

T2066355
Position Surface form Disambiguated ID Type / Status
Subject 3D NAND E45909 entity
Predicate canUseCellType P9928 FINISHED
Object 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.
E232179 NE FINISHED

How this triple was built (5 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: TLC (triple-level cell) | Statement: [3D NAND, canUseCellType, TLC (triple-level cell)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TLC (triple-level cell)
Context triple: [3D NAND, canUseCellType, TLC (triple-level cell)]
  • A. 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.
  • B. 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.
  • C. T2 security chip
    The T2 security chip is Apple’s custom coprocessor that enhances Mac security by handling encrypted storage, secure boot, and other hardware-level protections.
  • D. SanDisk
    SanDisk is a prominent data storage brand known for its flash memory products such as SD cards, USB drives, and solid-state drives.
  • E. Monolithic Memories
    Monolithic Memories was a semiconductor company known for developing programmable read-only memory (PROM) and logic devices after being spun off from Fairchild Semiconductor.
  • 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: TLC (triple-level cell)
Triple: [3D NAND, canUseCellType, TLC (triple-level cell)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TLC (triple-level cell)
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. T2 security chip
    The T2 security chip is Apple’s custom coprocessor that enhances Mac security by handling encrypted storage, secure boot, and other hardware-level protections.
  • D. SanDisk
    SanDisk is a prominent data storage brand known for its flash memory products such as SD cards, USB drives, and solid-state drives.
  • E. Monolithic Memories
    Monolithic Memories was a semiconductor company known for developing programmable read-only memory (PROM) and logic devices after being spun off from Fairchild Semiconductor.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: canUseCellType
Context triple: [3D NAND, canUseCellType, TLC (triple-level cell)]
  • A. canUse chosen
    Indicates that one entity has the ability, permission, or suitability to make use of another entity or resource.
  • B. canBeUsedOver
    Indicates that one entity is suitable or valid for use in place of, or in relation to, another entity.
  • C. usesToolType
    Indicates that an entity performs an action or fulfills a role by employing a specific type or category of tool.
  • D. canBe
    Indicates that one entity has the potential, permission, or capability to become, perform as, or be classified as another entity.
  • E. usedCapability
    Indicates that an entity employed or exercised a particular capability, skill, or function in performing an action or achieving a result.
  • F. None of above.

Provenance (6 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_69a8891b38288190abd572ccad9b6928 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f0cb888190a97884f5a722d91f completed March 7, 2026, 5:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2722b5048190a78978a64167cda2 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29897e3081908e7b981224edc96e completed March 9, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae29f834d481908d96b0cf9fe10605 completed March 9, 2026, 2:01 a.m.
PD Predicate disambiguation batch_69abb7aee9b48190999620176e3a6ee2 completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:40 p.m.