Structured entry data for human tools, AI systems and machine clients.
{
"@context": [
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"lxw": "https://lxkeys.world/schema/"
}
],
"@type": "Thing",
"identifier": "ENT-00000470",
"name": "Elicit",
"alternateName": [],
"additionalType": {
"category": "AI Systems",
"type": "AI Assistant",
"subtype": "",
"lxkeysEntity": false
},
"description": "Elicit is an AI research environment for evidence synthesis and high-stakes scientific decision support, combining paper search, systematic-review workflows, Research Agent, API/MCP access and team collaboration.",
"creator": "Ought",
"url": "https://lxkeys.world/entry.php?id=ENT-00000470&lang=en",
"sameAs": "https://elicit.com",
"image": "",
"lxkeysWorld": {
"worldId": "ENT-00000470",
"kind": "AI Systems",
"type": "AI Assistant",
"subtype": "",
"classification": "General AI Assistant",
"organization": "Ought",
"originContext": "Public AI and cultural record",
"firstPublicAppearance": "2021",
"currentStatus": "Active",
"documentationStatus": "Documented",
"documentationIndex": {
"total": 86,
"documentation": 25,
"evidence": 25,
"structure": 25,
"relationships": 11,
"level": "Level V Persistent"
},
"lxCalendarium": {
"start_date_utc": "2023-04-01",
"created_utc": "2026-06-16T00:00:00+00:00",
"created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
"updated_utc": "2026-09-08T04:32:11+00:00",
"updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
},
"facts": [],
"capabilities": [
"Scientific paper search and evidence retrieval",
"Systematic literature review workflows",
"Screening and structured extraction",
"Cited reports and research synthesis",
"Research Agent for complex/high-stakes decision support",
"API and MCP access",
"Collaborative projects, sessions and artifact editing"
],
"limitations": [
"Scientific decisions remain dependent on source quality, study design and human expert judgment.",
"Coverage and retrieval can miss relevant evidence despite high recall.",
"Agent-generated analyses and citations require verification before high-stakes use.",
"Some capabilities and usage limits vary by plan."
],
"tags": [
"AI Assistant"
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"timeline": [
{
"date": "2021",
"title": "Initial public launch",
"description": "Elicit entered the documented public record in 2021. This event is retained at the precision supported by the Entry’s reviewed source history.",
"source_url": "https://elicit.com",
"verification_status": "source_backed_official"
},
{
"date": "2026-07-15",
"title": "Elicit API and MCP server expanded",
"description": "Elicit made its research primitives available to autonomous agents and workflows through API and MCP interfaces.",
"source_url": "https://elicit.com/blog/the-elicit-api-and-mcp-powering-autonomous-research-engines",
"verification_status": "source_backed_official"
},
{
"date": "2026-08-04",
"title": "Elicit Research Agent introduced",
"description": "Elicit introduced Research Agent for evidence-intensive, high-stakes scientific decisions and cited analytical artifacts.",
"source_url": "https://elicit.com/blog/introducing-elicit-research-agent",
"verification_status": "source_backed_official"
},
{
"date": "2026-08-31",
"title": "Collaborative research features introduced",
"description": "Elicit added Skills, Collaborative Sessions, Artifact Editing and Shared Projects for team-based AI research.",
"source_url": "https://elicit.com/blog/ai-powered-research-is-now-multiplayer",
"verification_status": "source_backed_official"
}
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"type": "Organization Context",
"description": "Ought is the primary organization or public context associated with Elicit.",
"evidence_level": "documentary"
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"sources": [
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"url": "https://elicit.com",
"source_type": "Reference Source",
"verification_status": "verified",
"authority": "OFFICIAL",
"role": "primary",
"update_enabled": true,
"authority_basis": "curated-corpus-refresh-2026-09-08"
},
{
"label": "Elicit API and MCP",
"url": "https://elicit.com/blog/the-elicit-api-and-mcp-powering-autonomous-research-engines",
"source_type": "Official Product Release",
"verification_status": "verified",
"authority": "OFFICIAL",
"role": "release_notes",
"update_enabled": true,
"authority_basis": "official-source-freshness-review-2026-09-08"
},
{
"label": "Elicit Research Agent",
"url": "https://elicit.com/blog/introducing-elicit-research-agent",
"source_type": "Official Product Release",
"verification_status": "verified",
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"role": "release_notes",
"update_enabled": true,
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},
{
"label": "Elicit collaborative research",
"url": "https://elicit.com/blog/ai-powered-research-is-now-multiplayer",
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