Triple

T19719537
Position Surface form Disambiguated ID Type / Status
Subject Walter Willinger E473566 entity
Predicate notableWork P4 FINISHED
Object Self-Similar Network Traffic and Performance Evaluation — NE NERFINISHED

How this triple was built (2 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: Self-Similar Network Traffic and Performance Evaluation | Statement: [Walter Willinger, notableWork, Self-Similar Network Traffic and Performance Evaluation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Self-Similar Network Traffic and Performance Evaluation
Context triple: [Walter Willinger, notableWork, Self-Similar Network Traffic and Performance Evaluation]
  • A. Self-Similarity in High-Speed Packet Traffic chosen
    "Self-Similarity in High-Speed Packet Traffic" is a seminal research paper that revealed and analyzed the self-similar, long-range dependent nature of network traffic, fundamentally changing how Internet traffic is modeled and understood.
  • B. On the Validity of Poisson Models for Network Traffic
    "On the Validity of Poisson Models for Network Traffic" is a highly influential research paper that critically examines and challenges the traditional use of Poisson processes to model Internet and network traffic, highlighting the importance of self-similarity and long-range dependence.
  • C. The Internet as a Complex System
    "The Internet as a Complex System" is a scholarly work that analyzes the Internet using concepts and tools from complex systems theory to understand its structure, dynamics, and emergent behavior.
  • D. Congestion Avoidance and Control (SIGCOMM 1988)
    Congestion Avoidance and Control (SIGCOMM 1988) is Van Jacobson’s seminal paper that introduced key TCP congestion control algorithms, fundamentally improving Internet stability and performance.
  • E. Communication Nets: Stochastic Message Flow and Delay
    "Communication Nets: Stochastic Message Flow and Delay" is a foundational book in queueing theory and computer networking that rigorously analyzes message traffic and delays in communication networks.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e64410e5548190b60e13603b6c0053 completed April 20, 2026, 3:19 p.m.
Created at: April 10, 2026, 1:46 p.m.