Triple
T15667034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jean Walrand |
E377212
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
High-Performance Communication Networks
High-Performance Communication Networks is a widely used technical book that provides a comprehensive treatment of the design, analysis, and performance of modern communication networks and protocols.
|
E1170218
|
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: High-Performance Communication Networks | Statement: [Jean Walrand, notableWork, High-Performance Communication Networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: High-Performance Communication Networks Context triple: [Jean Walrand, notableWork, High-Performance Communication Networks]
-
A.
Data and Computer Communications
Data and Computer Communications is a widely used textbook by William Stallings that provides a comprehensive introduction to data communications, networking, and computer communication protocols.
-
B.
RDMA over Converged Ethernet
RDMA over Converged Ethernet is a network protocol that enables Remote Direct Memory Access over Ethernet networks to provide low-latency, high-throughput data transfer commonly used in high-performance computing and data centers.
-
C.
Computer Communication Review
Computer Communication Review is a leading academic journal and newsletter of the ACM SIGCOMM community, publishing research and commentary on computer networking and data communication.
-
D.
RDMA over TCP/IP
RDMA over TCP/IP is a networking technology that provides remote direct memory access capabilities over standard TCP/IP networks, enabling low-latency, high-throughput data transfer without involving the host CPU.
-
E.
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.
- 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: High-Performance Communication Networks Triple: [Jean Walrand, notableWork, High-Performance Communication Networks]
Generated description
High-Performance Communication Networks is a widely used technical book that provides a comprehensive treatment of the design, analysis, and performance of modern communication networks and protocols.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: High-Performance Communication Networks Target entity description: High-Performance Communication Networks is a widely used technical book that provides a comprehensive treatment of the design, analysis, and performance of modern communication networks and protocols.
-
A.
Data and Computer Communications
Data and Computer Communications is a widely used textbook by William Stallings that provides a comprehensive introduction to data communications, networking, and computer communication protocols.
-
B.
RDMA over Converged Ethernet
RDMA over Converged Ethernet is a network protocol that enables Remote Direct Memory Access over Ethernet networks to provide low-latency, high-throughput data transfer commonly used in high-performance computing and data centers.
-
C.
Computer Communication Review
Computer Communication Review is a leading academic journal and newsletter of the ACM SIGCOMM community, publishing research and commentary on computer networking and data communication.
-
D.
RDMA over TCP/IP
RDMA over TCP/IP is a networking technology that provides remote direct memory access capabilities over standard TCP/IP networks, enabling low-latency, high-throughput data transfer without involving the host CPU.
-
E.
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.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f1151548190a14607e762686cb1 |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67a22888819092ea521bbad7bcb7 |
completed | May 9, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_69ff68fd16b88190a78772bcd0302189 |
completed | May 9, 2026, 5:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff6943d47881908c1634b43a6d6b96 |
completed | May 9, 2026, 5:05 p.m. |
Created at: April 10, 2026, 4:16 a.m.