Triple

T19719540
Position Surface form Disambiguated ID Type / Status
Subject Walter Willinger E473566 entity
Predicate notableWork P4 FINISHED
Object 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.
E1391361 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: On the Validity of Poisson Models for Network Traffic | Statement: [Walter Willinger, notableWork, On the Validity of Poisson Models for Network Traffic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On the Validity of Poisson Models for Network Traffic
Context triple: [Walter Willinger, notableWork, On the Validity of Poisson Models for Network Traffic]
  • A. An Introduction to Queueing Networks
    An Introduction to Queueing Networks is a foundational textbook by Jean Walrand that systematically presents the theory, modeling, and analysis of queueing networks in operations research and computer and communication systems.
  • B. 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.
  • C. 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.
  • D. Random Early Detection
    Random Early Detection is a congestion avoidance mechanism for packet-switched networks that probabilistically drops packets before a queue becomes full to signal and control incipient congestion.
  • E. Communication Networks: A First Course
    Communication Networks: A First Course is a foundational textbook by Jean Walrand that introduces the principles, architectures, and performance analysis of modern communication networks.
  • 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: On the Validity of Poisson Models for Network Traffic
Triple: [Walter Willinger, notableWork, On the Validity of Poisson Models for Network Traffic]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On the Validity of Poisson Models for Network Traffic
Target entity description: "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.
  • A. An Introduction to Queueing Networks
    An Introduction to Queueing Networks is a foundational textbook by Jean Walrand that systematically presents the theory, modeling, and analysis of queueing networks in operations research and computer and communication systems.
  • B. 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.
  • C. 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.
  • D. Random Early Detection
    Random Early Detection is a congestion avoidance mechanism for packet-switched networks that probabilistically drops packets before a queue becomes full to signal and control incipient congestion.
  • E. Communication Networks: A First Course
    Communication Networks: A First Course is a foundational textbook by Jean Walrand that introduces the principles, architectures, and performance analysis of modern communication networks.
  • 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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e64410e5548190b60e13603b6c0053 completed April 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07aba543908190a30c61bf4406ea74 completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07acc9e5488190ba55f47af118fca2 completed May 15, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_6a07ad8aefc4819098768025121123ba completed May 15, 2026, 11:34 p.m.
Created at: April 10, 2026, 1:46 p.m.