Freshplace
A place-data validation layer that matches a base point of interest to permitted recent observations and returns freshness, conflict and provenance metadata.
Consumer discovery and agent applications can act on place records whose hours, operating status or identity have changed since the base dataset was updated. The supplied research confirms an enterprise place-validation competitor, its developer interface and an open global entity-reference system. It found no reviewed self-serve proxy with the proposed packaging. That is a segment hypothesis, not proof that raw place data is universally stale or that no developer alternative exists.
A web mention is an observation, not a correction. Business websites, directories, social posts, government notices and user reports have different rights, clocks and authority. A place match can be wrong when names, addresses, entrances or co-located businesses change. Open now, regular hours, temporarily closed and permanently closed are separate claims. A confidence score must show sources, age, agreement, contradiction and entity-match uncertainty. Person-level facts such as employee changes should remain outside the first product. Existing place-source licenses may restrict caching, derivative fields or redistribution.
Base record, source license, entity reference, place candidate, source observation, observed claim, event time, capture time, match decision, freshness estimate, conflict, owner confirmation, correction proposal, source update, API response, application decision and real-world outcome remain separate. Freshplace should help applications judge evidence age without claiming current truth or modifying an upstream authority.
A developer or location-data product team building consumer discovery or agent workflows that already licenses a base place source and needs reviewable freshness evidence.
Applications need a decisive answer about a physical place, while honest freshness must preserve conflict and the possibility that every source is wrong.
A recent enterprise validator confirms current demand without a hard deadline.
Three cross-references and three inbound connections provide moderate supplied convergence after the override.
The input confirms a direct enterprise validator, a developer interface and an open entity-reference substrate, while making non-destructive freshness a concrete mechanism.
The buyer profile and budget are incomplete, source and caching rights are difficult, the direct competitor can move toward self-service and confidence may be mistaken for current truth.
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