{
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    "values_are_separate_source_claims_not_spend",
    "reported_entities_are_not_award_allocations",
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    "cross_source_threads_remain_separate",
    "procedure_thread_may_cover_multiple_lots_contracts_or_calloffs",
    "exact_procedure_cohort_can_include_keyword_free_followups_or_calloffs",
    "national_ocds_relationships_can_be_incomplete"
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      "noticeType": "Negotiated with prior publication of a call for competition / competitive with negotiation",
      "officialUrl": "https://oeffentlichevergabe.de/ui/de/search/details?noticeId=82ddf610-aed9-4fe4-9d83-ffd1e4507188",
      "publicationDate": "2026-01-26",
      "publishedAt": "2026-01-26T00:00:00Z",
      "qualityTier": "exact_source_thread",
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      "tags": [
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      "threadKind": "exact_procedure",
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      "noticeType": "Negotiated with prior publication of a call for competition / competitive with negotiation",
      "officialUrl": "https://oeffentlichevergabe.de/ui/de/search/details?noticeId=d3d22616-d231-48a0-9632-0c83dabe3463",
      "publicationDate": "2026-07-29",
      "publishedAt": "2026-07-29T22:00:00Z",
      "qualityTier": "exact_source_thread",
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      "tags": [
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      ],
      "threadKind": "exact_procedure",
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  ],
  "firstPublicationDate": "2026-01-26",
  "generatedAt": "2026-08-01T07:17:43.363Z",
  "integrity": {
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    "canonicalization": "i6eal-stable-json/v1",
    "sha256": "93e0361dd3390248e75f57d3239f37db13264af135f6f7f7a0434f3791b2813f"
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  "latestObservedEventType": "contract",
  "linkBasis": "ocds-ocid",
  "matchedTerms": [
    "Chatbot",
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  "officialLatestUrl": "https://oeffentlichevergabe.de/ui/de/search/details?noticeId=d3d22616-d231-48a0-9632-0c83dabe3463",
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  "qualityTier": "exact_source_thread",
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          "idScope": null,
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          "size": null,
          "sme": null,
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  "threadKind": "exact_procedure",
  "title": "SV-KWA-260120-005 - KI gestützter Voice-/Chatbot im Kundenservice",
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    "historicalDeltaClaim": "none",
    "kindsRemainSeparate": true,
    "missingMeans": "not_reported"
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}