--- title: "Identify Stakeholders" method: POST path: "/v0/search/identify_stakeholders" tags: ["V0", "Search", "HAS_MCP_EQUIVALENT"] --- # Identify Stakeholders `POST /v0/search/identify_stakeholders` ## Request - Base URL: `https://api.ultralayer.ai` - URL: `https://api.ultralayer.ai/v0/search/identify_stakeholders` - Auth: HTTP bearer Identify key stakeholders for a query, with optional context and instructions. Commonly ~2 minutes; call once. **For Chat Agents**: [If a user is waiting on this turn, tell them it takes ~2 minutes and get explicit approval before calling. If no one is waiting (one-shot / autonomous), call and wait.] ## Request body - StakeholderIdentificationParams - `query` string, required - `context` string, nullable: Additional context - `instructions` string, nullable: Additional guidance - `end_timestamp` string, date-time, nullable: As-of system timestamp; inclusive ISO 8601; null=realtime - `detail` 'full' | 'standard' | 'essential': essential:minimal; standard:scored+citable; full:all. ## Response `200` Stakeholder identification response at detail=full. - StakeholderIdentificationResponse: Response model for stakeholder identification - `stakeholder_impacts` StakeholderImpact[], required: List of identified stakeholders with their impact details. - `stakeholder` StakeholderBase, required: Stakeholder information - `name` string, required: Name of the stakeholder - `stakeholder_type` 'PUBLIC_COMPANY', required: The type of stakeholder. ONLY the following are allowed: [PUBLIC_COMPANY]. - `symbol` string, required: Ticker symbol of the stakeholder - `impact_score` number, required: +-.5+ strong; 0..+-.5 weak; 0 neutral - `confidence_score` number, required: 0-.25 low; .25-.5 med; .5-.75 high; .75-1 very high - `rationale` string, required: Self-contained brief explanation of why this stakeholder is relevant to the query. - `sources_with_quotes` SourceWithQuotes[], required: List of sources (with quotes) that support the identification of this stakeholder. - `source_timestamp` string, date-time, required: Timestamp of the source item. - `source_table` 'news' | 'x_news' | 'youtube' | 'feeds' | 'x_posts' | 'tradingview_news' | 'telegram_messages' | 'web' | 'si_factor_assessments' | 'si_stakeholder_impacts' | 'fmp_company_descriptions' | 'fi_documents', required: Table (Type) of the source item. - `source_id` integer, required: 'id' of the source item - `url` string, required: Link to the source item. External sources link to the original page; first-party and synthesis sources link to their Ultralayer source page. - `source_metadata` union, required: Per-source metadata. - NewsSourceMetadata: source_metadata for rows where source_table == "news". News always has these two, so they are required (non-nullable). Do NOT widen this model for other sources; define a sibling model and register it in SOURCE_METADATA_BY_TABLE instead. - `title` string, required: Title of the news article. - `publisher` string, required: Publisher of the news article. - XNewsSourceMetadata: source_metadata for rows where source_table == "x_news". Only title: source_metadata is reserved for essential or genuinely filterable fields. x_id is encoded in Source.url; post_ids live in x_news.cluster_posts_results. - `title` string, required: X story title. - YouTubeSourceMetadata: source_metadata for rows where source_table == "youtube". Fields chosen for search filtering and source presentation: publisher links related channels; video_type distinguishes VIDEO, SHORT, and PODCAST; channel_name is the internal stable channel identity from YT_CONFIG. video_type / channel_name are optional because wire-derived citations only carry title/publisher from WireItemInternal. The documents-indexing path still sets both. - `title` string, required: YouTube video title. - `publisher` string, nullable, required: Internal publisher key linking related channels, e.g. bloomberg. - `video_type` string, nullable: VIDEO, SHORT, or PODCAST when known. - `channel_name` string, nullable: Internal stable channel identity from YT_CONFIG when known. - FeedsSourceMetadata: source_metadata for rows where source_table == "feeds". RSS headline rows. publisher is the internal feed/publisher key (nullable when unknown). - `title` string, required: Feed entry title. - `publisher` string, nullable, required: Internal publisher/feed key when known. - XPostsSourceMetadata: source_metadata for rows where source_table == "x_posts". Raw first-party posts have no title column — only publisher taxonomy. - `publisher` string, nullable, required: Publisher/rule-tag taxonomy when known. - TradingviewSourceMetadata: source_metadata for rows where source_table == "tradingview_news". TradingView stories always have a title; publisher is the normalized provider id. - `title` string, required: TradingView story title. - `publisher` string, nullable, required: Normalized provider id when known. - TelegramMessagesSourceMetadata: source_metadata for rows where source_table == "telegram_messages". Channel posts have no title column — only channel→publisher taxonomy. - `publisher` string, nullable, required: Channel→publisher taxonomy when known. - WebSourceMetadata: source_metadata for rows where source_table == "web". - `title` string, required: Title of the web record. - `record_type` string, required: Kind of web record (e.g. exa_search, azure_grounded). - SiFactorAssessmentSourceMetadata: source_metadata for rows where source_table == "si_factor_assessments". Lightweight identifiers only; full assessment content is retrieved via source_id. Assessments are first-party and have no public root URL; Source.coerce_source_metadata_and_url always mints /source/si_factor_assessments/{id}/{key} onto Source.url. - `factor_name` string, required: Factor name from the historical assessment. - `stakeholder_symbol` string, required: Stakeholder ticker from the historical assessment. - SiStakeholderImpactSourceMetadata: source_metadata for rows where source_table == "si_stakeholder_impacts". Lightweight identifiers only; full impact content (rationale, scores) is retrieved via source_id. Impacts are first-party and have no public root URL; Source.coerce_source_metadata_and_url always mints /source/si_stakeholder_impacts/{id}/{key} onto Source.url. - `stakeholder_symbol` string, required: Stakeholder ticker from the historical impact. - `stakeholder_name` string, required: Stakeholder name from the historical impact. - FmpCompanySourceMetadata: source_metadata for FMP data about one company. Today: rows where source_table == "fmp_company_descriptions". Lightweight identifiers only; the cited content is retrieved via source_id. Source.coerce_source_metadata_and_url mints FMP's page for symbol onto Source.url (ultralayer_python.source_url.build_fmp_company_url) for any table registered with this model. Nothing is stored for it. Another FMP company table reuses it by registering in SOURCE_METADATA_BY_TABLE and widening Source.source_table. - `symbol` string, required: Listing ticker of the company. - `company_name` string, required: Company name. - FilingDocumentSourceMetadata: source_metadata for rows where source_table == "fi_documents". No title column on fi_documents — do not invent one. document_class is not here: it is already GuidanceValue.source_type. fiscal_year / fiscal_quarter are the document's completed report period, not the guided period on the series — a Q2 release guiding FY revenue has Q2 here and FY on the series. Filing: fi_filings (nullable on a guidance update or an annual quarter). Call: fi_earnings_calls (always both; Q4 is 4). url lives on Source, not here: filing exhibits keep the document url; transcripts have none and Source mints a capability URL (ultralayer_python.source_url). - `symbol` string, required: Listing symbol of the filer. - `fiscal_year` integer, nullable, required: Filer fiscal year of the completed period this document reports, when it reports one. - `fiscal_quarter` integer, nullable, required: Filer fiscal quarter of that completed period; null for a full-year report or a document that reports no completed period. - `document_type` string, required: Source-native document label, e.g. EX-99.1 or transcript. - `quotes` string[], required: List of EXACT quotes from the source material. - `factor_matrix` FactorMatrixRow[], required: Comparison dimensions for stakeholders relating to the situation. - `factor` Factor, required: Dimension for differentiating stakeholders as they relate to the situation - `name` string, required: Unique snake_case mechanism label. Compressed so it is decision-useful alone; reusable across similar situations. - `description` string, required: Self-contained definition of what the factor represents. - `factor_scale` 'BINARY' | 'CATEGORICAL' | 'CONTINUOUS' | 'SIGNED_CONTINUOUS', required: Scale of factor. - `rubric` string, required: Short operational scoring rubric with observable criteria to ensure global consistency when reused. - `allowed_values` string[], nullable: Only for CATEGORICAL: enum of allowed category strings. - `stakeholder_assessments` object, required: Map: stakeholder symbol -> assessment object for this factor. ## Other responses - `422`: Validation Error --- [API](https://skmtc.dev/ultralayer/apis/ultralayer-api.md) · [All operations](https://skmtc.dev/ultralayer/apis/ultralayer-api/llms.txt) · [OpenAPI document](https://skmtc.dev/ultralayer/apis/ultralayer-api/revisions/4185459222be?raw)