Triple

T4171910
Position Surface form Disambiguated ID Type / Status
Subject Vehicle HAL E84582 entity
Predicate relatedTo P37 FINISHED
Object Android HAL
Android HAL (Hardware Abstraction Layer) is a framework component in the Android operating system that defines standard interfaces for hardware-specific implementations, enabling the Android system and apps to interact with device hardware in a consistent, modular way.
E418309 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: Android HAL | Statement: [Vehicle HAL, relatedTo, Android HAL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Android HAL
Context triple: [Vehicle HAL, relatedTo, Android HAL]
  • A. Android NDK
    Android NDK is a toolset that enables Android app developers to implement parts of their apps in native C and C++ for improved performance and access to low-level system features.
  • B. Android Dalvik VM
    Android Dalvik VM is the original process-virtual-machine-based runtime used by early versions of the Android operating system to execute applications compiled to Dalvik bytecode.
  • C. Android SDK
    Android SDK is a collection of development tools, libraries, and APIs that enables developers to build, test, and debug applications for the Android operating system.
  • D. Snapdragon modem
    Snapdragon modem is a family of mobile broadband modem chipsets by Qualcomm that provide high-speed cellular connectivity for smartphones, tablets, and other wireless devices.
  • E. MediaTek SoCs
    MediaTek SoCs are system-on-chip solutions widely used in smartphones, tablets, smart TVs, and IoT devices, known for integrating ARM-based processors to deliver cost-effective performance and connectivity.
  • 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: Android HAL
Triple: [Vehicle HAL, relatedTo, Android HAL]
Generated description
Android HAL (Hardware Abstraction Layer) is a framework component in the Android operating system that defines standard interfaces for hardware-specific implementations, enabling the Android system and apps to interact with device hardware in a consistent, modular way.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Android HAL
Target entity description: Android HAL (Hardware Abstraction Layer) is a framework component in the Android operating system that defines standard interfaces for hardware-specific implementations, enabling the Android system and apps to interact with device hardware in a consistent, modular way.
  • A. Android NDK
    Android NDK is a toolset that enables Android app developers to implement parts of their apps in native C and C++ for improved performance and access to low-level system features.
  • B. Android Dalvik VM
    Android Dalvik VM is the original process-virtual-machine-based runtime used by early versions of the Android operating system to execute applications compiled to Dalvik bytecode.
  • C. Android SDK
    Android SDK is a collection of development tools, libraries, and APIs that enables developers to build, test, and debug applications for the Android operating system.
  • D. Snapdragon modem
    Snapdragon modem is a family of mobile broadband modem chipsets by Qualcomm that provide high-speed cellular connectivity for smartphones, tablets, and other wireless devices.
  • E. MediaTek SoCs
    MediaTek SoCs are system-on-chip solutions widely used in smartphones, tablets, smart TVs, and IoT devices, known for integrating ARM-based processors to deliver cost-effective performance and connectivity.
  • 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_69aed932cab48190b80ffe35f7029ae1 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02c9e12c81908d0b22671fea2453 completed March 9, 2026, 5:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69b57f51cac88190b6e849181fb78938 completed March 14, 2026, 3:31 p.m.
NEDg Description generation batch_69b5800ab42c8190a1bc6f84db38f170 completed March 14, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5843d6ac88190804242661d077546 completed March 14, 2026, 3:52 p.m.
Created at: March 9, 2026, 3:45 p.m.