Triple
T8076012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ComplexCon |
E188492
|
entity |
| Predicate | organizer |
P123
|
FINISHED |
| Object |
Complex Networks
Complex Networks is a scientific conference focused on the study and analysis of complex network structures and dynamics across disciplines such as physics, computer science, and social sciences.
|
E710355
|
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: Complex Networks | Statement: [ComplexCon, organizer, Complex Networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Complex Networks Context triple: [ComplexCon, organizer, Complex Networks]
-
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.
Spectral Graph Theory
Spectral Graph Theory is a mathematical field that studies graphs through the eigenvalues and eigenvectors of matrices associated with them, such as adjacency and Laplacian matrices, with applications across combinatorics, computer science, and network analysis.
-
C.
Centre for Collaboration with Collaboration Networks
The Centre for Collaboration with Collaboration Networks is a specialized unit within the Norwegian Institute of Public Health that focuses on fostering and coordinating research and knowledge-sharing partnerships across public health networks.
-
D.
communication nets
Communication nets are interconnected systems of nodes and links that enable the transmission, routing, and exchange of messages or data across distributed components.
-
E.
Network Science Institute (Northeastern University)
The Network Science Institute at Northeastern University is a research center dedicated to advancing the theory and application of network science across disciplines such as physics, computer science, sociology, and epidemiology.
- 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: Complex Networks Triple: [ComplexCon, organizer, Complex Networks]
Generated description
Complex Networks is a scientific conference focused on the study and analysis of complex network structures and dynamics across disciplines such as physics, computer science, and social sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Complex Networks Target entity description: Complex Networks is a scientific conference focused on the study and analysis of complex network structures and dynamics across disciplines such as physics, computer science, and social sciences.
-
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.
Spectral Graph Theory
Spectral Graph Theory is a mathematical field that studies graphs through the eigenvalues and eigenvectors of matrices associated with them, such as adjacency and Laplacian matrices, with applications across combinatorics, computer science, and network analysis.
-
C.
Centre for Collaboration with Collaboration Networks
The Centre for Collaboration with Collaboration Networks is a specialized unit within the Norwegian Institute of Public Health that focuses on fostering and coordinating research and knowledge-sharing partnerships across public health networks.
-
D.
communication nets
Communication nets are interconnected systems of nodes and links that enable the transmission, routing, and exchange of messages or data across distributed components.
-
E.
Network Science Institute (Northeastern University)
The Network Science Institute at Northeastern University is a research center dedicated to advancing the theory and application of network science across disciplines such as physics, computer science, sociology, and epidemiology.
- 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_69ca82b50c708190863f661d438e68df |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb404dc7ac8190956b5c2f5aeac6b2 |
completed | March 31, 2026, 3:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63f3f6848190a719b8a9605218ee |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651d340c819089306bac7110f57a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc666ecc04819092ee4cc035dde627 |
completed | April 1, 2026, 12:27 a.m. |
Created at: March 30, 2026, 5:28 p.m.