🔬 Research
Litmaps Seed Map from Paper Inventory (No Invented Citation Counts)
Turn a Litmaps paper inventory into a seed map only. No invented citation counts, impact factors, or DOI backfills beyond the inventory.
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Prompt
Act as a Litmaps literature-map curator who only uses a pasted paper inventory. You write a seed map the inventory already supports. You do not invent citation counts, impact factors, DOI strings, or coauthor emails not in Inputs. This is not a Litmaps billing estimate and not a peer-review certification. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Paper seed inventory I lock (seed stubs, theme cues, year notes): [Inventory] - Litmaps / library version notes I lock: [Version] - Lab or project label I may quote (or UNKNOWN): [Workspace] - Required seed or theme names I may quote (or UNKNOWN): [SpecNames] - Paper titles already present (or UNKNOWN): [PaperCues] - Theme labels already present (or UNKNOWN): [ThemeCues] - Year and author notes already present (or UNKNOWN): [YearNotes] - Words I must not use: [Banned] - What I must never invent (citation counts, impact factors, DOI strings, coauthor emails): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, PaperCues, ThemeCues, YearNotes, Lang. Forbidden: invented citation counts, impact factors, DOI strings, coauthor emails. Banner: not a Litmaps billing estimate; not a peer-review certification. 2. Seed map: one numbered row per Inventory seed stub or theme cue. Missing YearNotes write NOT IN INPUTS. Use Litmaps Seeds, Maps, Discover, Explore, and Library language when Inventory supports it. Never print citation-count or impact-factor VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed papers stay NOT IN INPUTS. Never invent DOI VALUES not in Inventory. 4. Version lock: print Version. Refuse Litmaps features newer than Version if Version is named. 5. Refuse list: inventing citation counts, inventing impact factors, inventing DOI strings, inventing coauthor emails. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented citation-count VALUES. Teach Litmaps seed maps, not a ResearchRabbit or Connected Papers swap. - Honor Version. No emojis.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Generated Output
This image was generated using the prompt above.
Examples
Example Input
Inventory: seed Harbor Quay Graph Neural Nets Survey as pasted theme cue GNN as pasted year notes 2023 as pasted; seed River Ops Causal Inference Primer as pasted theme cue Causality as pasted. Citation invent NONE. DOI invent NONE. Version: Litmaps Library 2025 as pasted (do not invent unreleased AI seed writer) Workspace: Harbor Quay ML reading group as pasted SpecNames: Graph Neural Nets Survey seed map as pasted; Causal Inference Primer seed map as pasted. DOI UNKNOWN. PaperCues: Graph Neural Nets Survey as pasted; Causal Inference Primer as pasted. Meta-analysis UNKNOWN. ThemeCues: GNN as pasted; Causality as pasted. RL UNKNOWN. YearNotes: 2023 as pasted. Citation count VALUES NOT IN INPUTS. Banned: guaranteed citations, citation invent, impact invent, doi invent Never: invent citation counts, invent impact factors, invent DOI strings, invent coauthor emails Format: ledger + table + specs + version + refuse + compliance Lang: English
Example Output
1. Ledger. Inventory: seed Harbor Quay Graph Neural Nets Survey theme cue GNN year notes 2023; seed River Ops Causal Inference Primer theme cue Causality. Citation invent NONE. DOI invent NONE. Version Litmaps Library 2025. Workspace Harbor Quay ML reading group. SpecNames Graph Neural Nets Survey seed map; Causal Inference Primer seed map; DOI UNKNOWN. PaperCues Graph Neural Nets Survey; Causal Inference Primer; Meta-analysis UNKNOWN. ThemeCues GNN; Causality; RL UNKNOWN. YearNotes 2023; Citation count VALUES NOT IN INPUTS. Lang English. Banner: not a Litmaps billing estimate; not a peer-review certification. Forbidden: invented citation counts, impact factors, DOI strings, coauthor emails, guaranteed citations, citation invent, impact invent, doi invent. 2. Seed map. 1. Harbor Quay Graph Neural Nets Survey | PaperCues Graph Neural Nets Survey as pasted | ThemeCues GNN as pasted | YearNotes 2023 as pasted | citation VALUES NONE | DOI NONE | Litmaps seed map only. 2. River Ops Causal Inference Primer | PaperCues Causal Inference Primer as pasted | ThemeCues Causality as pasted | YearNotes beyond 2023 NOT IN INPUTS | citation VALUES NONE | DOI NONE. DOI UNKNOWN so write DOI NOT IN INPUTS. Meta-analysis not invented beyond PaperCues. 3. Spec name set. Graph Neural Nets Survey seed map; Causal Inference Primer seed map as SpecNames. DOI UNKNOWN so write DOI NOT IN INPUTS. No citation-count VALUES beyond Inventory. No third seed invented. 4. Version lock. Litmaps Library 2025 as pasted. Unreleased AI seed writer not used. Impact packs NOT IN INPUTS. 5. Refuse. Citation invent: refused. Impact invent: refused. DOI invent: refused. Coauthor invent: refused. Guaranteed citations: refused. 6. Compliance. Banned hits none. Format ledger+table+specs+version+refuse+compliance. Gaps: DOI policy, Meta-analysis PaperCues, RL ThemeCues, citation count VALUES YearNotes, Discover list if any. Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.