Get Related Papers
get_relatedFind similar papers for a given paper ID using SPECTER embeddings. Optionally re-rank related results by PhilPapers category to show proximity tiers.
Instructions
Get papers similar to a given paper (recommendations based on SPECTER embeddings). Pass category_id (from browse_taxonomy) to re-rank the related set as a semantic lens over an inferred PhilPapers-category region — papers stay under "related", each tagged with a relative proximity tier; a "related, and near category C" ordering, not an authoritative classification.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Max results (default: 10) | |
| paper_id | Yes | Paper ID (S2 ID or DOI) | |
| category_id | No | PhilPapers category id (from browse_taxonomy). When set, re-ranks "related" as a SEMANTIC LENS over an inferred category region — each paper gains a relative proximity tier ("nearer"/"farther"/"unplaceable") + proximityRank; not an authoritative classification. Coarse categories are more reliable; fine-grained leaves are flagged low-confidence. |