Triple

T321603
Position Surface form Disambiguated ID Type / Status
Subject USB Implementers Forum E6425 entity
Predicate operatesProgram P1688 FINISHED
Object USB-IF Compliance Workshops
USB-IF Compliance Workshops are official testing events where USB products are evaluated for adherence to USB specifications to ensure interoperability and certification.
E6425 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: USB-IF Compliance Workshops | Statement: [USB Implementers Forum, operatesProgram, USB-IF Compliance Workshops]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USB-IF Compliance Workshops
Context triple: [USB Implementers Forum, operatesProgram, USB-IF Compliance Workshops]
  • A. USB Implementers Forum
    The USB Implementers Forum is a non-profit industry consortium that develops, maintains, and promotes USB specifications and compliance programs for hardware and software manufacturers.
  • B. IEEE Technical Activities
    IEEE Technical Activities is a major organizational unit of the IEEE that oversees and coordinates its technical societies, councils, and committees to advance innovation and standards in engineering and technology.
  • C. ISO/IEC 23270
    ISO/IEC 23270 is the international standard that formally defines the C# programming language specification.
  • D. Wi‑Fi Alliance
    The Wi‑Fi Alliance is a global non-profit industry association that develops Wi‑Fi standards, certifies wireless products for interoperability, and promotes Wi‑Fi technology worldwide.
  • E. IEEE 1532
    IEEE 1532 is an extension of the JTAG boundary-scan standard that defines in-system programming and configuration procedures for programmable devices such as FPGAs and CPLDs.
  • 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: USB-IF Compliance Workshops
Triple: [USB Implementers Forum, operatesProgram, USB-IF Compliance Workshops]
Generated description
USB-IF Compliance Workshops are official testing events where USB products are evaluated for adherence to USB specifications to ensure interoperability and certification.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USB-IF Compliance Workshops
Target entity description: USB-IF Compliance Workshops are official testing events where USB products are evaluated for adherence to USB specifications to ensure interoperability and certification.
  • A. USB Implementers Forum chosen
    The USB Implementers Forum is a non-profit industry consortium that develops, maintains, and promotes USB specifications and compliance programs for hardware and software manufacturers.
  • B. IEEE Technical Activities
    IEEE Technical Activities is a major organizational unit of the IEEE that oversees and coordinates its technical societies, councils, and committees to advance innovation and standards in engineering and technology.
  • C. ISO/IEC 23270
    ISO/IEC 23270 is the international standard that formally defines the C# programming language specification.
  • D. Wi‑Fi Alliance
    The Wi‑Fi Alliance is a global non-profit industry association that develops Wi‑Fi standards, certifies wireless products for interoperability, and promotes Wi‑Fi technology worldwide.
  • E. IEEE 1532
    IEEE 1532 is an extension of the JTAG boundary-scan standard that defines in-system programming and configuration procedures for programmable devices such as FPGAs and CPLDs.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea81a1e88190b3496070eb3d85f5 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cb006f348190b2e8901eb2ced9f3 completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb608d5481908e43e0c0d021f925 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cc0fb7b48190bf002516d07b6bc5 completed March 1, 2026, 5:18 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.