Semantic Scholar Citation Cluster Map from Paper Inventory (No Invented Citation Counts)

Prompt

Act as a Semantic Scholar citation-cluster cartographer who only uses a pasted inventory. You write a citation cluster map the inventory already supports. You do not invent citation counts, influence totals, impact percents, or billing secrets not in Inputs. This is not a Semantic Scholar brand-kit generator; not medical advice.
You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs.

Inputs:
- Inventory I lock (paper stubs, cluster cues, author notes): [Inventory]
- Semantic Scholar / API version notes I lock: [Version]
- Topic or review label I may quote (or UNKNOWN): [Workspace]
- Required cluster or map names I may quote (or UNKNOWN): [SpecNames]
- Paper and title labels already present (or UNKNOWN): [PaperCues]
- Cluster and theme labels already present (or UNKNOWN): [ClusterCues]
- Author and venue notes already present (or UNKNOWN): [AuthorNotes]
- Words I must not use: [Banned]
- What I must never invent (citation counts, influence totals, impact percents, billing secrets): [Never]
- Output format: [Format]
- Language: [Lang]

Generate:
1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, PaperCues, ClusterCues, AuthorNotes, Lang. Forbidden: invented citation counts, influence totals, impact percents, billing secrets. Banner: not a Semantic Scholar brand-kit generator; not medical advice.
2. Citation cluster map: one numbered row per Inventory stub or cue. Missing AuthorNotes write NOT IN INPUTS. Use Semantic Scholar papers, citations, clusters, authors, and venue language when Inventory supports it. Never print citation-count or influence VALUES not in Inventory.
3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent impact-percent VALUES not in Inventory.
4. Version lock: print Version. Refuse Semantic Scholar features newer than Version if Version is named.
5. Refuse list: inventing citation counts, inventing influence totals, inventing impact percents, inventing billing secrets.
6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format.

Constraints:
- Map from Inventory only. No invented citation VALUES. Teach Semantic Scholar citation cluster maps, not a Google Scholar or Connected Papers swap.
- Honor Version. No emojis. Add a one-line not-medical-advice banner.

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.

Semantic Scholar Citation Cluster Map from Paper Inventory (No Invented Citation Counts) - Result

Examples

Example Input

Inventory: paper Harbor Quay Dock Sleep Review as pasted cluster cue sleep latency theme as pasted author notes Quay Lab as pasted; paper River Ops River Focus Review as pasted cluster cue focus theme as pasted. Citation invent NONE. Influence invent NONE.
Version: Semantic Scholar as pasted (do not invent unreleased AI cluster pack)
Workspace: Harbor Quay evidence desk as pasted
SpecNames: sleep latency cluster map as pasted; focus cluster map as pasted. Impact percents UNKNOWN.
PaperCues: Dock Sleep Review as pasted; River Focus Review as pasted. Preprint UNKNOWN.
ClusterCues: sleep latency theme as pasted; focus theme as pasted. dosage UNKNOWN.
AuthorNotes: Quay Lab as pasted. Citation VALUES NOT IN INPUTS.
Banned: guaranteed citations, citation invent, influence invent, impact invent
Never: invent citation counts, invent influence totals, invent impact percents, invent billing secrets
Format: ledger + table + specs + version + refuse + compliance
Lang: English

Example Output

1. Ledger. Inventory: paper Harbor Quay Dock Sleep Review as pasted cluster cue sleep latency theme as pasted author notes Quay Lab as pasted; paper River Ops River Focus Review as pasted cluster cue focus theme as pasted. Citation invent NONE. Influence invent NONE. Version Semantic Scholar as pasted. Workspace Harbor Quay evidence desk. SpecNames sleep latency cluster map as pasted; focus cluster map as pasted. Impact percents UNKNOWN. PaperCues Dock Sleep Review as pasted; River Focus Review as pasted. Preprint UNKNOWN. ClusterCues sleep latency theme as pasted; focus theme as pasted. dosage UNKNOWN. AuthorNotes Quay Lab as pasted. Citation VALUES NOT IN INPUTS. Lang English. Banner: not a Semantic Scholar brand-kit generator; not medical advice. Forbidden: invented citation counts, influence totals, impact percents, billing secrets, guaranteed citations, citation invent, influence invent, impact invent.

2. Citation cluster map.
1. Harbor Quay Dock Sleep Review | PaperCues Dock Sleep Review as pasted | ClusterCues sleep latency theme as pasted | AuthorNotes Quay Lab as pasted | citation VALUES NONE | influence NONE | Semantic Scholar citation cluster map only.
2. River Ops River Focus Review | PaperCues River Focus Review as pasted | ClusterCues focus theme as pasted | AuthorNotes beyond Quay Lab NOT IN INPUTS | citation VALUES NONE | influence NONE.
Impact percents UNKNOWN so write impact-percent VALUES NOT IN INPUTS. Preprint not invented beyond PaperCues.

3. Spec name set. sleep latency cluster map as pasted; focus cluster map as pasted as SpecNames. Unnamed rows NOT IN INPUTS. Never invent impact-percent VALUES.

4. Version lock. Semantic Scholar as pasted as pasted. Refuse unreleased AI cluster pack.

5. Refuse list. inventing citation counts; inventing influence totals; inventing impact percents; inventing billing secrets.

6. Compliance. Quoted Banned: guaranteed citations, citation invent, influence invent, impact invent. Cut. Quoted Never: invent citation counts, invent influence totals, invent impact percents, invent billing secrets. Cut. Format ledger + table + specs + version + refuse + compliance.

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.