Triple

T4900957
Position Surface form Disambiguated ID Type / Status
Subject Stephen Timoshenko E109795 entity
Predicate notableWork P4 FINISHED
Object Vibration Problems in Engineering
Vibration Problems in Engineering is a classic engineering textbook by Stephen Timoshenko that systematically analyzes mechanical vibrations and their practical applications in structural and machine design.
 E478430 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: Vibration Problems in Engineering | Statement: [Stephen Timoshenko, notableWork, Vibration Problems in Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vibration Problems in Engineering
Context triple: [Stephen Timoshenko, notableWork, Vibration Problems in Engineering]
  • A. ASME Journal of Vibration and Acoustics
    The ASME Journal of Vibration and Acoustics is a peer-reviewed engineering journal focusing on research in vibration, dynamics, and acoustics of mechanical systems.
  • B. ASME Technical Committee on Vibration and Sound
    The ASME Technical Committee on Vibration and Sound is a professional body within the American Society of Mechanical Engineers that advances research, standards, and collaboration in the fields of vibration and acoustics.
  • C. Vibrations Part 1 & 2
    "Vibrations Part 1 & 2" is a track from the Black Eyed Peas’ concept album *Masters of the Sun Vol. 1*, blending hip-hop with futuristic, socially conscious themes.
  • D. Vibrations
    Vibrations is a 1976 jazz-funk and soul album by vibraphonist Roy Ayers, showcasing his signature blend of groove-oriented rhythms and smooth, melodic arrangements.
  • E. Structural Dynamics
    Structural Dynamics is a peer-reviewed scientific journal focusing on the study of time-dependent behavior and dynamic processes in materials and molecular systems, particularly using advanced experimental and computational techniques.
  • 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: Vibration Problems in Engineering
Triple: [Stephen Timoshenko, notableWork, Vibration Problems in Engineering]
Generated description
Vibration Problems in Engineering is a classic engineering textbook by Stephen Timoshenko that systematically analyzes mechanical vibrations and their practical applications in structural and machine design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vibration Problems in Engineering
Target entity description: Vibration Problems in Engineering is a classic engineering textbook by Stephen Timoshenko that systematically analyzes mechanical vibrations and their practical applications in structural and machine design.
  • A. ASME Journal of Vibration and Acoustics
    The ASME Journal of Vibration and Acoustics is a peer-reviewed engineering journal focusing on research in vibration, dynamics, and acoustics of mechanical systems.
  • B. ASME Technical Committee on Vibration and Sound
    The ASME Technical Committee on Vibration and Sound is a professional body within the American Society of Mechanical Engineers that advances research, standards, and collaboration in the fields of vibration and acoustics.
  • C. Vibrations Part 1 & 2
    "Vibrations Part 1 & 2" is a track from the Black Eyed Peas’ concept album *Masters of the Sun Vol. 1*, blending hip-hop with futuristic, socially conscious themes.
  • D. Vibrations
    Vibrations is a 1976 jazz-funk and soul album by vibraphonist Roy Ayers, showcasing his signature blend of groove-oriented rhythms and smooth, melodic arrangements.
  • E. Structural Dynamics
    Structural Dynamics is a peer-reviewed scientific journal focusing on the study of time-dependent behavior and dynamic processes in materials and molecular systems, particularly using advanced experimental and computational techniques.
  • 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_69bd441180708190ba42ffb44fea533a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e4dd6bc819094b1cbf533510995 completed March 20, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fd2a0348190a285ea1a62e7ae1b completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be707405008190ba1456544e8da593 completed March 21, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69be70e5537c8190b4db230932818a9c completed March 21, 2026, 10:20 a.m.
Created at: March 20, 2026, 1:28 p.m.