Should same-name contacts merge? Check field-level evidence
Supply synthetic contacts and merge rules to draft candidate matches, field conflicts and a recovery mapping without assuming same names identify one person.
Execution environment and usage
AI / software
Claude
Where to operate
The Claude web-chat input; this version requests a text draft.
Getting started
- Open an eligible account at claude.ai and start a chat without connecting external accounts.
- Prepare synthetic contact records, source identifiers and merge rules.
- Request the draft/check and compare it with the original material. Suggestions are not evidence of execution.
Setup and plan requirements
Task inputs: Prepare synthetic contact records, source identifiers and merge rules. Use an eligible tool that can read the supplied format; verify parsing, context limits and access before relying on it.
Prompt portability limits
The written request can be adapted to a chatbot that accepts the same input. It does not transfer the original agent, plugins or computer permissions.
Usage limitations
This supplied-material exercise does not reproduce the original automation. Verify output, calculations and sources; regional/account availability is not guaranteed.
Environment sources
適用情境 / When to use
Supply synthetic contacts and merge rules to draft candidate matches, field conflicts and a recovery mapping without assuming same names identify one person. Do not import real private address books. Do not rank job candidates or infer sensitive traits. Original case: The author demonstrates a workflow without measuring false-merge rates.
步驟 / Steps
- Prepare synthetic contact records, source identifiers and merge rules.
- Separate identity evidence, field conflicts and inferred information.
- Retain field provenance and a reversal mapping; keep unresolved identities separate.
提示詞 / Prompt
From [synthetic contact records/source identifiers/merge rules/field definitions], propose record merges. Preserve provenance per field and separate verified facts, conflicts and inferences; do not merge same-name records without sufficient evidence. Include a mapping to recover originals. Do not modify databases, score applicants or process private address books.
留意事項 / Cautions
- Do not import real private address books.
- Do not rank job candidates or infer sensitive traits.
來源限制 / Evidence limits
Similar names do not establish identity; inferred skills are not verified experience.
流程說明 / Workflow note
These steps and prompts are original, untested exercises by this site, not the author’s verbatim workflow. Reported results do not guarantee exercise outcomes.
原始工具組合 / Original tool stack
Claude; Supabase MCP; Harmonic; Granola
Source publication date: 2026-03-12
Source checked: 2026-10-20