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        "id": "ENT-00000470",
        "status": "published",
        "name": "Elicit",
        "aliases": [],
        "entity_type": "AI Assistant",
        "classification": "General AI Assistant",
        "creator": "Ought",
        "organization": "Ought",
        "origin_context": "Public AI and cultural record",
        "first_public_appearance": "2021",
        "current_status": "Active",
        "official_website": "https://elicit.com",
        "image": "",
        "short_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.",
        "public_description": "Elicit helps researchers find, screen, extract and synthesize scientific evidence. In 2026 it expanded beyond research workflows with API and MCP access, a more capable Research Agent for high-stakes decision support and collaborative features including Skills, shared projects, artifact editing and collaborative sessions.",
        "technical_description": "Structured current-state record for Elicit. Its architecture emphasizes evidence-oriented search, screening, extraction and reporting as composable research primitives. Research Agent combines scientific/public/internal evidence sources with analyses and cited artifacts, while API and MCP interfaces expose research capabilities to external agents and workflows.",
        "capabilities": [
            "Scientific paper search and evidence retrieval",
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            "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."
        ],
        "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"
            }
        ],
        "sources": [
            {
                "label": "Elicit official/reference source",
                "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",
                "authority": "OFFICIAL",
                "role": "release_notes",
                "update_enabled": true,
                "authority_basis": "official-source-freshness-review-2026-09-08"
            },
            {
                "label": "Elicit collaborative research",
                "url": "https://elicit.com/blog/ai-powered-research-is-now-multiplayer",
                "source_type": "Official Product Release",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "release_notes",
                "update_enabled": true,
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            }
        ],
        "relationships": [
            {
                "target": "Ought",
                "type": "Organization Context",
                "description": "Ought is the primary organization or public context associated with Elicit.",
                "evidence_level": "documentary"
            }
        ],
        "tags": [
            "AI Assistant"
        ],
        "registry_status": "Documented",
        "created_at": "2026-06-16T00:00:00+00:00",
        "updated_at": "2026-09-08T04:32:11+00:00",
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        "schema_ready": true,
        "dypclt_created": "D-0 Y-2 P-3 C-3 L-21 T-3",
        "dypclt_updated": "D-0 Y-2 P-3 C-3 L-21 T-3",
        "temporal_index": {
            "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"
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        "first_public_appearance_verification": "curated_high_confidence",
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        "quality_review": {
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            "trusted_primary_sources": 0,
            "secondary_sources": 0,
            "date_status": "curated_high_confidence",
            "image_status": "missing",
            "manual_followup_required": false,
            "review_scope": "individual official-source freshness review through 2026-09-08; material current product/model changes were checked against first-party sources",
            "freshness_cutoff": "2026-09-08",
            "freshness_note": "Updated through Elicit’s August 31, 2026 collaborative research release."
        },
        "dypclt_reviewed": "D-0 Y-2 P-4 C-4 L-33 T-6",
        "world_id": "ENT-00000470",
        "kind": "AI Systems",
        "type": "AI Assistant",
        "subtype": "",
        "documentation_status": "Documented",
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            "en": [],
            "fr": []
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        "category": "AI Systems",
        "type": "AI Assistant",
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            "structure": 25,
            "relationships": 11,
            "level": "Level V Persistent"
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