Triple

T2130615
Position Surface form Disambiguated ID Type / Status
Subject CPLD E46529 entity
Predicate developedFrom P1245 FINISHED
Object PAL devices
PAL devices are early programmable logic components that allowed designers to implement custom digital logic functions and served as a precursor to more advanced devices like CPLDs and FPGAs.
E237420 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: PAL devices | Statement: [CPLD, developedFrom, PAL devices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PAL devices
Context triple: [CPLD, developedFrom, PAL devices]
  • A. Portal devices
    Portal devices are Meta Platforms’ line of smart video-calling displays designed for hands-free communication and integration with services like Facebook and WhatsApp.
  • B. Pixel tablets
    Pixel tablets are Google’s Android-based tablet devices in the Pixel hardware lineup, designed to integrate tightly with Google services and smart home features.
  • C. Platform
    Platform is a competitive program at the Toronto International Film Festival that showcases bold, director-driven international cinema.
  • D. Handheld PC 2000
    Handheld PC 2000 is a version of Microsoft's handheld computer operating system designed for keyboard-equipped palmtop devices, preceding the Windows Mobile platform.
  • E. Sony TPS-L2
    The Sony TPS-L2 is the first commercially successful portable cassette player that launched Sony’s iconic Walkman line and revolutionized personal music listening.
  • 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: PAL devices
Triple: [CPLD, developedFrom, PAL devices]
Generated description
PAL devices are early programmable logic components that allowed designers to implement custom digital logic functions and served as a precursor to more advanced devices like CPLDs and FPGAs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PAL devices
Target entity description: PAL devices are early programmable logic components that allowed designers to implement custom digital logic functions and served as a precursor to more advanced devices like CPLDs and FPGAs.
  • A. Portal devices
    Portal devices are Meta Platforms’ line of smart video-calling displays designed for hands-free communication and integration with services like Facebook and WhatsApp.
  • B. Pixel tablets
    Pixel tablets are Google’s Android-based tablet devices in the Pixel hardware lineup, designed to integrate tightly with Google services and smart home features.
  • C. Platform
    Platform is a competitive program at the Toronto International Film Festival that showcases bold, director-driven international cinema.
  • D. Handheld PC 2000
    Handheld PC 2000 is a version of Microsoft's handheld computer operating system designed for keyboard-equipped palmtop devices, preceding the Windows Mobile platform.
  • E. Sony TPS-L2
    The Sony TPS-L2 is the first commercially successful portable cassette player that launched Sony’s iconic Walkman line and revolutionized personal music listening.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb79f21881909ad8d1a09c1f29fd completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a5d95881909b4b77c14f565e21 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae523cdebc819088b94e67b5311527 completed March 9, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae52c56c5c8190bbdd2af3dde63374 completed March 9, 2026, 4:55 a.m.
Created at: March 4, 2026, 7:44 p.m.