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Four ways to work with published data
Choose a task to reach published profiles, sources, accepted-mention monitoring, or open data.
01
Research
Find a person or organization and assemble context from a published profile, sources, and accepted mentions.
Mode passport
Output A set of profiles, accepted mentions, and sources for further verification.
Boundary Published data and explicit sources only; no ratings, conclusions about people, or unverified relationships.
Completion signal Relevant profiles are saved to the research set and open gaps are recorded.
Choose
02
Editorial verification
Check the wording, date, source status, and primary publication before a story goes out.
Mode passport
Output A verifiable statement with date, evidence state, and a path to the primary source.
Boundary Published data and explicit sources only; no ratings, conclusions about people, or unverified relationships.
Completion signal The wording is checked against primary material and gaps enter the editorial queue.
Choose
03
Communications brief
Prepare a neutral context brief quickly – without ratings, conclusions, or replacing the source with a platform opinion.
Mode passport
Output A neutral short brief with visible limits and links.
Boundary Published data and explicit sources only; no ratings, conclusions about people, or unverified relationships.
Completion signal Every material fact links to a source and incompleteness remains visible.
Choose
04
Data and integrations
Use open APIs, exports, and published data contracts where a reproducible technical layer matters.
Mode passport
Output A reproducible export or read-only API response with a contract and request ID.
Boundary Published data and explicit sources only; no ratings, conclusions about people, or unverified relationships.
Completion signal The parameters, format, source, and result limits can be reproduced.
Choose
What is already free
Search, published profiles, accepted-mention monitoring, sources, and methodology are available without registration.
Why it can fit real work
Every work item should lead to context, a source, and a clear data status. Limits, review queues, and unverified layers remain visible.
Research set 0