The Commonplace
Home Papers Evidence Explore Trends Syntheses Digests About 🎲 Workforce Futures
Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review. How this is built →

Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

Varun Singh's displayed neighborhood

7 of 7 direct collaborators shown.

View profile
1Distinct papers
7Unique collaborators
7.0Full weighted degree
2026Active span
8Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Varun Singh A deterministic circular layout of the focal author and up to 20 direct collaborators. Edge thickness represents full shared-paper weight. An ordered table follows the graphic. Varun Singh A. Yan Bernhard Konrad Moritz Gronbach Niket Kumar Parthasarathy Ranganathan Stoyan Nikolov
Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display orderAuthorRoleDistinct papersUnique collaboratorsWeighted degreeActive span
1 Varun Singh Focal 1 7 7.0 2026
2 A. Yan Direct collaborator 1 7 7.0 2026
3 Bernhard Konrad Direct collaborator 1 7 7.0 2026
4 Moritz Gronbach Direct collaborator 1 7 7.0 2026
5 Niket Kumar Direct collaborator 1 7 7.0 2026
6 Parthasarathy Ranganathan Direct collaborator 1 7 7.0 2026
7 Stoyan Nikolov Direct collaborator 1 7 7.0 2026
8 Yan-Shuo Liang Direct collaborator 1 7 7.0 2026

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pairShared papersFull weightFractional weight
Stoyan Nikolov — Bernhard Konrad110.143
Stoyan Nikolov — Yan-Shuo Liang110.143
Stoyan Nikolov — Niket Kumar110.143
Stoyan Nikolov — A. Yan110.143
Stoyan Nikolov — Varun Singh110.143
Stoyan Nikolov — Parthasarathy Ranganathan110.143
Stoyan Nikolov — Moritz Gronbach110.143
Bernhard Konrad — Yan-Shuo Liang110.143
Bernhard Konrad — Niket Kumar110.143
Bernhard Konrad — A. Yan110.143
Bernhard Konrad — Varun Singh110.143
Bernhard Konrad — Parthasarathy Ranganathan110.143
Bernhard Konrad — Moritz Gronbach110.143
Yan-Shuo Liang — Niket Kumar110.143
Yan-Shuo Liang — A. Yan110.143
Yan-Shuo Liang — Varun Singh110.143
Yan-Shuo Liang — Parthasarathy Ranganathan110.143
Yan-Shuo Liang — Moritz Gronbach110.143
Niket Kumar — A. Yan110.143
Niket Kumar — Varun Singh110.143
Niket Kumar — Parthasarathy Ranganathan110.143
Niket Kumar — Moritz Gronbach110.143
A. Yan — Varun Singh110.143
A. Yan — Parthasarathy Ranganathan110.143
A. Yan — Moritz Gronbach110.143
Varun Singh — Parthasarathy Ranganathan110.143
Varun Singh — Moritz Gronbach110.143
Parthasarathy Ranganathan — Moritz Gronbach110.143

Graph construction and limits

Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.

Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.

Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.