ShelobConnect your agent 03 / TRACE THE SOURCE
Shelob keeps the publisher, source URL, observation date, original record and projection details attached to every result.
Attribution is part of each observation, not a citation added after the analysis. It survives joins, trajectories, agent queries, API responses and data exports.
Why did Shelob flag this logistics site as a rising flood-exposure risk?
Move from a conclusion to the publisher, source URL, original attributes, geometry and observation date behind it.
Inspect how a source record was normalised, resolved to place, compared through time or used in a derived relationship.
Return attribution in a research brief, an MCP tool result, a REST response or a licensed dataset.
The result connects updated flood extents, drainage capacity, sealed-surface growth, freight activity and road access across 12 records from seven publishers. Each contributing observation opens to its original record and shows how it was matched to the site.
Open every contributing record, compare observation dates and include the evidence in a decision brief.
Source-linked brief · review trailAsk Shelob about a place ↗Require every agent result to include source references, observation windows and the relationship path used.
Grounded tool output · fewer unsupported claimsConnect your agent ↗Expose source links and evidence details inside alerts, portfolio tools and customer-facing products.
Attributable JSON · auditable UXSet up the API ↗Select attributed observations for training, retrieval and evaluation with the original evidence retained.
Record-level provenance · licensed deliveryTalk to our data team ↗Keep the evidence attached from first question to production use.