Triple
T15667103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Don Towsley |
E377213
|
entity |
| Predicate | hasAffiliation |
P467
|
FINISHED |
| Object |
UMass Amherst Computer Networking Research Group
The UMass Amherst Computer Networking Research Group is a research team at the University of Massachusetts Amherst focused on advancing the theory and practice of computer and communication networks.
|
E1170223
|
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: UMass Amherst Computer Networking Research Group | Statement: [Don Towsley, hasAffiliation, UMass Amherst Computer Networking Research Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UMass Amherst Computer Networking Research Group Context triple: [Don Towsley, hasAffiliation, UMass Amherst Computer Networking Research Group]
-
A.
Path Aware Networking Research Group
The Path Aware Networking Research Group is an IRTF research group that explores architectures and protocols enabling endpoints to be aware of and influence the network paths their traffic takes.
-
B.
Merit Network
Merit Network is a nonprofit regional research and education network in Michigan that played a key role in operating and developing early national internet infrastructure.
-
C.
Information-Centric Networking Research Group
The Information-Centric Networking Research Group is an IRTF working group that explores architectures and protocols focused on named data and content retrieval rather than traditional host-based communication.
-
D.
UCLA Network Measurement Center
The UCLA Network Measurement Center is a research facility at the University of California, Los Angeles, known for its pioneering role in early ARPANET development and internet measurement studies.
-
E.
Software-Defined Networking Research Group
The Software-Defined Networking Research Group is an IRTF working group that investigates architectures, protocols, and technologies for software-defined networking to inform and influence future Internet standards and deployments.
- 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: UMass Amherst Computer Networking Research Group Triple: [Don Towsley, hasAffiliation, UMass Amherst Computer Networking Research Group]
Generated description
The UMass Amherst Computer Networking Research Group is a research team at the University of Massachusetts Amherst focused on advancing the theory and practice of computer and communication networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UMass Amherst Computer Networking Research Group Target entity description: The UMass Amherst Computer Networking Research Group is a research team at the University of Massachusetts Amherst focused on advancing the theory and practice of computer and communication networks.
-
A.
Path Aware Networking Research Group
The Path Aware Networking Research Group is an IRTF research group that explores architectures and protocols enabling endpoints to be aware of and influence the network paths their traffic takes.
-
B.
Merit Network
Merit Network is a nonprofit regional research and education network in Michigan that played a key role in operating and developing early national internet infrastructure.
-
C.
Information-Centric Networking Research Group
The Information-Centric Networking Research Group is an IRTF working group that explores architectures and protocols focused on named data and content retrieval rather than traditional host-based communication.
-
D.
UCLA Network Measurement Center
The UCLA Network Measurement Center is a research facility at the University of California, Los Angeles, known for its pioneering role in early ARPANET development and internet measurement studies.
-
E.
Software-Defined Networking Research Group
The Software-Defined Networking Research Group is an IRTF working group that investigates architectures, protocols, and technologies for software-defined networking to inform and influence future Internet standards and deployments.
- 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.