Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Added "explore_corpus"; changed the definition of "get_article", "get_audiovisual", "get_collection_stats" and 27 more (34 tools before, 35 now)
⟨9 unchanged words⟩ abstract (description_ai), AI sentiment, and OCRtext.text, in 25k-char parts (follow `next_offset`). Pass a `keyword` to get ~2000-char excerpts around each matchinstead of the full (capped) OCR.instead.
{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"article_id":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"context_chars":{"description":"Default 2000, max 5000","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"keyword":{"description" ⟨13 unchanged words⟩ "description":"Default 10, max 25","maximumtype":9007199254740991"integer"},"minimumoffset":-9007199254740991{"description":"Read from this character on: the previous part's next_offset","type":"integer"}},"required":[ ⟨3 unchanged words⟩
⟨19 unchanged words⟩ language, rights, source, and three distinct links—: `url` (the IWAC page, the one to ⟨10 unchanged words⟩ deposited file). `source_type` says which to expect. A long transcription comes in 25k-char parts (follow `next_offset`); `keyword` returns excerpts instead.
{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"audiovisual_id":{"maximumtype":9007199254740991"integer"},"minimumkeyword":-9007199254740991{"type":"string"},"offset":{"description":"Read from this character on: the previous part's next_offset","type":"integer"}},"required":[ ⟨3 unchanged words⟩
⟨14 unchanged words⟩ subset actually carry searchable full text in thispublicdataset. Read that before treating any keyword count as a full-text census.
How often the topCountvaluespairs ofa multi-valuedmetadatafieldvaluesappearco-tagged on theSAME item — a subject/place co-mention matrix. Answers 'what is X discussed alongside' without reading anything: the pair counts are the structure ofsametheitems.tagging.Matrix/networkReturnsviewstheshowtopdescriptivevaluesassociations,the full
⟨6 unchanged words⟩ : full metadata, AI description, and OCRtext.text, in 25k-char parts (follow `next_offset`). Pass a `keyword` to get ~2000-char excerpts around each match insteadof the full (capped) OCR —, useful for long documents.
⟨5 unchanged words⟩ "description":"Default 2000, max 5000","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"document_id":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"keyword":{"description" ⟨13 unchanged words⟩ "description":"Default 10, max 25","maximumtype":9007199254740991"integer"},"minimumoffset":-9007199254740991
Rankthe values of one multi-valued field across a filtered setexact—metadatathevalues,directsplittingwaypipe-separatedtotags.answerReports'whichmissingplacesmetadatadoesandthisoptional coveragename most', 'who signs these articles', 'what subjects dominate'. Pipe-joinedoverfields
{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"image_id":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"required":["image_id ⟨2 unchanged words⟩
{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"entry_id":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"required":["entry_id ⟨2 unchanged words⟩
ReadabilityText length, lexical richness andlength of the press text, averaged by year, newspaper or country. `Lisibilite_OCR` is a Frenchreadabilityscore (higher = easier); `Richesse_Lexicale_OCR` is MATTR, a moving-average type-token ratio that is ALREADY length-robust — do not normalise itbyword count or bincountry/newspaper/year.itMetricsbyarelength.precomputed;Readabilityreadability iscomputed againstFrench-specificaandFrenchexcludeslexicon,otherso
Places named by a filtered set ofPlaceitems,tags joined tothe index'sauthorityrecords so each carries coordinates where the index has them. Use this rather than get_field_distribution when the question is geographic — where coverage clusters — and the plain rankingcoordinates.whenSeparatesitpublicationiscountriesnot.fromOnlymentioned`Lieux`places;indexmissingentriesgeocodes aregeocoded (555 of 683); persons, organisations and events carry no coordinates and never will, and any named place with no index entry comes back under `ungeocoded` rather than being
Full OCR text of a publication,optionallyinreturning25k-char parts (follow `next_offset`), or ~2000-char excerpts around keyword matches (accent-insensitive; capped—: see match_count vs excerpts_returned).
⟨5 unchanged words⟩ "description":"Default 2000, max 5000","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"keyword":{"type" ⟨2 unchanged words⟩ "description":"Default 10, max 25","maximumtype":9007199254740991"integer"},"minimumoffset":-9007199254740991,
{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"reference_id":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"required":["reference_id ⟨2 unchanged words⟩
A 2-DStable-hashscattersample ofa filtered set, projected from thematching stored768-dimensionembeddingsby PCA. Shows which items sit near each other in meaning — where a set splits into distinct strands and where it is one cloud. Read `explained_variance` before drawing any,conclusion:projected with768 dimensions the first two components usually carry aPCA.modestReportsshareeligible,and a scatter explaining 6% of the variance is a much weaker claim than one explaining 40%. This is PCAinvalid,not UMAP: it spreads the broadest axes of variationmissing andflattens fine cluster
Aggregate AIpolarity, centrality and subjectivitylabelsacrossover afilter set. 5 models scored the corpus independently — gpt-5-6-luna, mistral-small-2603, deepseek-v4-flash-0731, gemma-4-31b-it, qwen3-8-27b —sharedsoselection. model:"all"returns each one's distribution plus how often they AGREE. Treat disagreement as a factcomparesaboutindependenttheannotatorsjudgementandrathertheirthancoverage;noisemodel:corpus-wide the panel is unanimous on polarity for only ~32% of articles, so in a set
The items nearest to a given oneNearestinstoredmeaning,embeddings by cosine similarityover the stored embeddings. Answers 'what else is like this' without a keyword — it finds pieces on the same event or theme that share no vocabulary. A neighbour above ~0.85 is usually the same story reprinted or lightly rewritten,which is how to spot syndication in this corpus;without0.6-0.8anisAPI'samekey.subject,Scoresdifferentrankpiece'.readingNeedscandidates;
Countsof matching items perbyyearGregorian(ormonth) — the direct way to chart coverage trends over time instead of paging through search results. Defaults to articles; also works on publications, references, documents, audiovisual, and images. Accepts the same filters as the corresponding search_* tool (keyword = ONE substring over the subset's text fields, country, newspaper/series, subject, date range). Optional group_by=country|newspaper returns one distribution per group. Items dated only to a year keep a bare-year key even at month granularity; undated items are counted inHijriundated_countyear/month,never dropped silently.orSetpooledcalendar=hijrilunartomonth.bucketGroup bythe Islamic (Umm al-Qura) calendar instead — with granularity=lunar_month this collapses every
How a filtered set distributes acrossCountstheofprecomputedoffline LDAtopics, each labelled by its top terms (articles carry 30 topics and are ~99.5% classified; references have their own 33-topic model and only ~46% carry antopicassignmentassignments,so read itsoptionally`classified`overagainsttime.`total_matches`).TopicTopicslabels areassigned offline over the full text, sointerpretivetheymodel
⟨41 unchanged words⟩ "description":"Default 20, max 50","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"publisher":{"description ⟨33 unchanged words⟩
⟨40 unchanged words⟩ "description":"Default 50, max 200","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}
⟨40 unchanged words⟩ "description":"Default 50, max 200","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}
⟨5 unchanged words⟩ "description":"Default 50, max 200","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}
⟨9 unchanged words⟩ all categories. Default 20, max 50.","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"query":{"description" ⟨26 unchanged words⟩
⟨3 unchanged words⟩ additionalProperties":false,"properties":{"count":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"coverage_warning":{"type" ⟨2 unchanged words⟩ {"type":"boolean"},"limit":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"limit_warning":{"type" ⟨2 unchanged words⟩ {"type":"string"},"requested_limit":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"results":{"items" ⟨17 unchanged words⟩ ,"type":"object"},"type":"array"},"search_coverage":{"additionalProperties":{"additionalProperties":{},"properties":{},"type":"object"},"propertyNames":{"type":"string"},"type":"object"},"unavailable_categories":{"items":{"type" ⟨11 unchanged words⟩
⟨34 unchanged words⟩ or YYYY)","type":"string"},"exact":{"additionalProperties":{"items":{"type":"string"},"maxItems":20,"minItems":1,"type":"array"},"description":"AND values. Fields: subject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by; country_raw=whole cell; polarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"hijri_month":{"description":"Islamic lunar month: ⟨31 unchanged words⟩ (Umm al-Qura) year, e.g. 1445","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"keyword":{"description" ⟨27 unchanged words⟩ English abstract","type":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"limit":{"description":"Default 20, max 100 (10 and 25 with with_description)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"newspaper":{"type":"string"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"subject":{"type ⟨34 unchanged words⟩
⟨68 unchanged words⟩ "description":"Default 20, max 50","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"medium":{"description" ⟨14 unchanged words⟩ ","type":"string"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"publisher":{"description ⟨49 unchanged words⟩
⟨73 unchanged words⟩ "description":"Default 20, max 100","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"polarity":{"description ⟨56 unchanged words⟩
⟨53 unchanged words⟩ "description":"Default 15, max 50","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}
⟨65 unchanged words⟩ "description":"Default 20, max 50","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"spatial":{"description ⟨18 unchanged words⟩
⟨48 unchanged words⟩ "description":"Default 20, max 100","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"required":[" ⟨3 unchanged words⟩
⟨34 unchanged words⟩ year, YYYY","type":"string"},"exact":{"additionalProperties":{"items":{"type":"string"},"maxItems":20,"minItems":1,"type":"array"},"description":"AND values. Fields: subject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by; country_raw=whole cell; polarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"hijri_month":{"description":"Islamic lunar month: ⟨27 unchanged words⟩ (Umm al-Qura) year, e.g. 1445","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"keyword":{"description" ⟨15 unchanged words⟩ (accent-insensitive)","type":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"limit":{"description":"Default 20, max 100","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"newspaper":{"description" ⟨4 unchanged words⟩ ","type":"string"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"subject":{"description ⟨11 unchanged words⟩
⟨73 unchanged words⟩ "description":"Default 20, max 100","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"offset":{"maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"reference_type":{"description ⟨79 unchanged words⟩
Research workbench — Selection workbench: items, concordance, coverage, compare (requires comparison), attention, aliases, or paginated manifest/CSL-JSON/BibTeX exports. Exact filters intersect. Coverage measures archive availability. Exports identify this page and dataset snapshot; compare snapshot IDs across pages. Schema discovery: iwac://datasets/{subset}.
Certificate recorded, valid to 2027-02-20
Authorization not required
First tool surface recorded: 34 tools (server version 3.5.2)
Showing the latest 4 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
⟨4 unchanged words⟩ {"country":{"description":"Exact country name:Benin | Burkina Faso | Côte d'Ivoire | Niger | Nigeria | Togo(accents optional)","type":"string"},"date_from":{"description":"YYYY-MM-DDInclusive(ordate bounds: YYYY)[-MM[-DD]]","type":"string"},"date_to":{"type":"string"},"exact":{"additionalProperties":{"items":{"type":"string"},"maxItems":20,"minItems":1,"type":"array"},"description":"YYYY-MM-DDAND(orvalues.YYYY)Fields: subject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by; country_raw=whole cell; polarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"field":{"description":"subject (default) | spatial | author | language","type":"string"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"descriptionminLength":1,"ONE French concept keyword; substring over the subset's text fieldstype":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"newspaper":{"description":"Newspaper (articles) or periodical/series titleNewspaper/periodical(publications)substring","type":"string"},"subject":{"description":"Exactsubjecttag(pipe-aware)","type":"string"},"subset":{ ⟨13 unchanged words⟩ each axis (default 15, max 30)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}
⟨4 unchanged words⟩ {"country":{"description":"Exact country name:Benin | Burkina Faso | Côte d'Ivoire | Niger | Nigeria | Togo(accents optional)","type":"string"},"date_from":{"description":"YYYY-MM-DDInclusive(ordate bounds: YYYY)[-MM[-DD]]","type":"string"},"date_to":{"type":"string"},"exact":{"additionalProperties":{"items":{"type":"string"},"maxItems":20,"minItems":1,"type":"array"},"description":"YYYY-MM-DDAND(orvalues.YYYY)Fields: subject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by; country_raw=whole cell; polarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"field":{"description":"subject | spatial | ⟨5 unchanged words⟩ | country","type":"string"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"descriptionminLength":1,"ONE French concept keyword; substring over the subset's text fieldstype":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"newspaper":{"description":"Newspaper (articles) or periodical/series titleNewspaper/periodical(publications)substring","type":"string"},"over_time":{ ⟨12 unchanged words⟩ boolean"},"subject":{"description":"Exactsubjecttag(pipe-aware)","type":"string"},"subset":{ ⟨11 unchanged words⟩ "Values returned (default 25, max 100)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"required":[ ⟨3 unchanged words⟩
⟨4 unchanged words⟩ {"country":{"description":"Exact country name:Benin | Burkina Faso | Côte d'Ivoire | Niger | Nigeria | Togo(accents optional)","type":"string"},"date_from":{"description":"YYYY-MM-DDInclusive(ordate bounds: YYYY)[-MM[-DD]]","type":"string"},"date_to":{"type":"string"},"exact":{"additionalProperties":{"items":{"type":"string"},"maxItems":20,"minItems":1,"type":"array"},"description":"YYYY-MM-DDAND(orvalues.YYYY)Fields: subject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by; country_raw=whole cell; polarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"group_by":{"description":"year (default) | newspaper | country","type":"string"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"descriptionminLength":1,"ONE French concept keyword; substring over the subset's text fieldstype":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"newspaper":{"description":"Newspaper (articles) or periodical/series titleNewspaper/periodical(publications)substring","type":"string"},"subject":{"description":"Exactsubjecttag(pipe-aware)","type":"string"},"top_n":{ ⟨5 unchanged words⟩ by newspaper (default 20, max 60)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}
⟨4 unchanged words⟩ {"country":{"description":"Exact country name:Benin | Burkina Faso | Côte d'Ivoire | Niger | Nigeria | Togo(accents optional)","type":"string"},"date_from":{"description":"YYYY-MM-DDInclusive(ordate bounds: YYYY)[-MM[-DD]]","type":"string"},"date_to":{"descriptiontype":"YYYY-MM-DD (or YYYY)string"},"exact":{"additionalProperties":{"items":{"type":"string"},"keywordmaxItems":{20,"minItems":1,"type":"array"},"description":"ONE French concept keyword;ANDsubstringvalues.overFields:thesubject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by;subset'scountry_raw=wholetextcell;fieldspolarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"minLength":1,"type":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"newspaper":{"description":"Newspaper (articles) or periodical/series titleNewspaper/periodical(publications)substring","type":"string"},"subject":{"description":"Exactsubjecttag(pipe-aware)","type":"string"},"subset":{ ⟨12 unchanged words⟩ places returned (default 60, max 200)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}
⟨8 unchanged words⟩ properties":{},"type":"object"},"geocode_coverage":{"additionalProperties":false,"properties":{"geocoded":{"type":"number"},"total":{"type":"number"}},"required":["total","geocoded"],"type":"object"},"items_by_country":{"additionalProperties":{"type":"number" ⟨48 unchanged words⟩
⟨19 unchanged words⟩ ,"country":{"description":"Exact country name:Benin | Burkina Faso | Côte d'Ivoire | Niger | Nigeria | Togo(accents optional)","type":"string"},"date_from":{"description":"YYYY-MM-DDInclusive(ordate bounds: YYYY)[-MM[-DD]]","type":"string"},"date_to":{"descriptiontype":"YYYY-MM-DD (or YYYY)string"},"exact":{"additionalProperties":{"items":{"type":"string"},"keywordmaxItems":{20,"minItems":1,"type":"array"},"description":"ONE French concept keyword;ANDsubstringvalues.overFields:thesubject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by;subset'scountry_raw=wholetextcell;fieldspolarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"minLength":1,"type":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"limit":{"description":"Items projected (default 300, max 2000)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"newspaper":{"description":"Newspaper (articles) or periodical/series titleNewspaper/periodical(publications)substring","type":"string"},"subject":{"description":"Exactsubjecttag(pipe-aware)","type":"string"},"subset":{ ⟨11 unchanged words⟩
⟨6 unchanged words⟩ {"color_by":{"type":"string"},"eligible_embeddings":{"type":"number"},"explained_variance":{"items":{"type":"number" ⟨13 unchanged words⟩ :"string"},"type":"object"},"invalid_embeddings":{"type":"number"},"limit_warning":{"type":"string"},"missing_embeddings":{"type":"number"},"note":{"type":"string"},"omitted_by_limit":{"type":"number"},"points":{"items":{"additionalProperties":{}, ⟨4 unchanged words⟩ "array"},"projected":{"type":"number"},"requested_limit":{"type":"number"},"sampling":{"type":"string"},"seed":{"type":"string"},"subset":{"type":"string"} ⟨16 unchanged words⟩
{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"countryagreement_field":{"descriptionenum":["Exact country namepolarity","centrality","subjectivity"],"type":Benin |"string"},"compare_models":{"description":"PairBurkinaofFasomodel|IDsCôteord'Ivoirealiases;|requiresNigermodel:\"all\"","items":false,"maxItems":2,"minItems":2,"prefixItems":[{"type":"string"},{"type":"string"}],"type":"array"},"country":{"description":"Exact|countryTogoname (accents optional)","type":"string"},"modeldate_from":{"description":"gpt-5-6-luna | mistral-small-2603 | deepseek-v4-flash-0731 | gemma-4-31b-it | qwen3-8-27b | all | consensus —Inclusivedefaultdategpt-5-6-luna;bounds:\YYYY[-MM[-DD]]"all\,"adds the cross-model agreementtype":"string"},\"consensus\date_to"returns the panel's precomputed majority (no annotator produced it:{"type":"string"},so it is never attributed to a model). The vendor shorthands chatgpt/mistral/deepseek/gemma/qwen also resolve to the model that ran. The generation-1 models (gemini-3-flash-preview"exact":{"additionalProperties":{"items":{"type":"string"},gpt-5-mini"maxItems":20,ministral-14b-2512) are no"minItems":1,"type":"array"},"description":"ANDlongervalues.servedFields:andsubject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by;returncountry_raw=wholeancell;errorpolarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"minLength":1,"type":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"model":{"description":"gpt-5-6-lunarather|thanmistral-small-2603a|substitutedeepseek-v4-flash-0731—|andgemma-4-31b-it'gemini'|isqwen3-8-27brefused|ratherallthan|readconsensus;asdefaultgemma-4-31b-it,gpt-5-6-luna.whichVendorisaliasesaaccepted;differentretiredmodelmodelsline.rejected.","type":"string"},"newspaper":{"description":"Newspaper/periodical substring","type":"string"},"subject":{"description":"Exact tag","type":"string"}},"type":"object"}
⟨28 unchanged words⟩ returned (default 12, max 50)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"},"min_score":{"description":"Drop neighbours below thisMinimum cosine similarity (0-1-1 to 1)","maximum":1,"minimum":-1,"type":"number"},"subset":{" ⟨13 unchanged words⟩
⟨20 unchanged words⟩ ,"country":{"description":"Exact country name:Benin | Burkina Faso | Côte d'Ivoire | Niger | Nigeria | Togo(accents optional)","type":"string"},"date_from":{"description":"YYYY-MM-DDInclusive(ordate bounds: YYYY)[-MM[-DD]]","type":"string"},"date_to":{"type":"string"},"exact":{"additionalProperties":{"items":{"type":"string"},"maxItems":20,"minItems":1,"type":"array"},"description":"YYYY-MM-DDAND(orvalues.YYYY)Fields: subject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by; country_raw=whole cell; polarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"granularity":{"description":"year (default) | ⟨23 unchanged words⟩ group value","type":"string"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"minLength":1,"type":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"newspaper":{"description":"ONE French concept keyword (French/English for references);Newspaper/periodical substringover the subset's text fields","type":"string"},"newspapernormalize_by":{"description":"NewspaperShare(articles)perorbucketperiodical/seriesintitlethe(publications)same country/outlet/date scope; searchable restricts both counts to full text. Thematic filters are removed from the denominator.","enum":["scope","searchable"],"type":"string"},"subject":{"description":"Exactsubjecttag(pipe-aware)","type":"string"},"subset":{ ⟨3 unchanged words⟩ | publications | references | documents | audiovisual | images","type":"string"}},"type":"object"}
⟨9 unchanged words⟩ ,"dated_count":{"type":"number"},"denominator_filters":{"additionalProperties":{},"properties":{},"type":"object"},"denominators":{"additionalProperties":{"additionalProperties":{"type":"number"},"propertyNames":{"type":"string"},"type":"object"},"propertyNames":{"type":"string"},"type":"object"},"distribution":{"additionalProperties":{"type":"number" ⟨31 unchanged words⟩ ,"imprecise_date_count":{"type":"number"},"invalid_date_count":{"type":"number"},"month_labels":{"additionalProperties":{"type":"string"},"propertyNames":{"type":"string"},"type":"object"},"normalize_by":{"type":"string"},"note":{"type":"string"} ⟨22 unchanged words⟩
⟨4 unchanged words⟩ {"country":{"description":"Exact country name:Benin | Burkina Faso | Côte d'Ivoire | Niger | Nigeria | Togo(accents optional)","type":"string"},"date_from":{"description":"YYYY-MM-DDInclusive(ordate bounds: YYYY)[-MM[-DD]]","type":"string"},"date_to":{"descriptiontype":"YYYY-MM-DD (or YYYY)string"},"exact":{"additionalProperties":{"items":{"type":"string"},"keywordmaxItems":{20,"minItems":1,"type":"array"},"description":"ONE French concept keyword;ANDsubstringvalues.overFields:thesubject/spatial/author/language/country/newspaper/topic_id/min_prob/scored_by;subset'scountry_raw=wholetextcell;fieldspolarity:<model>.","propertyNames":{"type":"string"},"type":"object"},"hijri_month":{"type":"string"},"hijri_year":{"type":"integer"},"keyword":{"minLength":1,"type":"string"},"keyword_aliases":{"items":{"minLength":1,"type":"string"},"maxItems":12,"type":"array"},"keyword_mode":{"enum":["literal","all_terms"],"type":"string"},"min_prob":{"description":"0-1; keep only assignments ⟨6 unchanged words⟩ :"number"},"newspaper":{"description":"Newspaper (articles) or periodical/series titleNewspaper/periodical(publications)substring","type":"string"},"over_time":{ ⟨10 unchanged words⟩ boolean"},"subject":{"description":"Exactsubjecttag(pipe-aware)","type":"string"},"subset":{ ⟨14 unchanged words⟩ in over_time (default 8, max 15)","maximum":9007199254740991,"minimum":-9007199254740991,"type":"integer"}},"type":"object"}