Triple

T8038724
Position Surface form Disambiguated ID Type / Status
Subject On Distributed Communications series E187379 entity
Predicate contains P35 FINISHED
Object On Distributed Communications: II. Digital Simulation of Hot-Potato Routing in a Broadband Distributed Communications Network E187379 NE FINISHED

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: On Distributed Communications: II. Digital Simulation of Hot-Potato Routing in a Broadband Distributed Communications Network | Statement: [On Distributed Communications series, contains, On Distributed Communications: II. Digital Simulation of Hot-Potato Routing in a Broadband Distributed Communications Network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: On Distributed Communications: II. Digital Simulation of Hot-Potato Routing in a Broadband Distributed Communications Network
Context triple: [On Distributed Communications series, contains, On Distributed Communications: II. Digital Simulation of Hot-Potato Routing in a Broadband Distributed Communications Network]
  • A. 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.
  • B. On Distributed Communications series chosen
    On Distributed Communications series is a seminal set of research papers by Paul Baran that laid the theoretical foundations for packet-switched, distributed computer networks and influenced the development of the modern internet.
  • C. Time-Sensitive Networking
    Time-Sensitive Networking is a set of IEEE 802 Ethernet standards that enable deterministic, low-latency, and highly reliable communication for real-time applications such as industrial automation, automotive, and professional audio/video.
  • D. Network-in-Network architecture
    Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
  • E. Time Division Multiple Access
    Time Division Multiple Access (TDMA) is a channel access method that divides a communication medium into time slots so multiple users can share the same frequency without interference.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca82b00cb48190b59a300f70e97bd7 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3f19a6b4819085e2887fb0c54d08 completed March 31, 2026, 3:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc570090a48190b84ba8325563148e completed March 31, 2026, 11:21 p.m.
Created at: March 30, 2026, 5:23 p.m.