⌄
Review queue / Fact support review / Ink Business Preferred

Ink Business Preferred

Fact unsupportedHighOpen← Back to queue
Status
Open
Found during
Fact evidence check
Opened
Jul 8, 2026, 4:47 AM
110d ago
Supporting info
Available below
Issuer: Chase
•Reviewing: Card
•Task updated: 7/8/2026, 4:47:36 AM

Support review verdict

The model compared the normalized fact against the source candidate evidence from the same extraction run.

Verdict
Unsupported
Model confidence
High
Fact field
Earn Rules
Value kind
Structured Earn Rule

What the support review found

This is a source-support gate, not an automatic fact correction.

The evidence supports a 3x earn rule on the first $150,000 of combined purchases in the listed categories, including internet, cable, and phone services. However, the normalized fact maps that rule to category "everything_else," which contradicts the source-facing description because the source specifies bonused categories rather than all other purchases. The rate/cap/period are supported, but the category mapping is not.

Supported claims
  • 3 points total for each $1 spent
  • first $150,000 spent each account anniversary year
  • combined purchases in the listed rewards categories include internet, cable, and phone services
Source snippets
  • 3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services
  • Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.

Fact and source

ItemValue
CardInk Business Preferred
FieldEarn Rules
Normalized value{"rules":[{"cap":{"amount":150000,"period":"annual","currency":"USD"},"rate":3,"notes":"After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.","scope":"first $150,000 spent each account anniversary year on combined purchases in the following rewards categories","category":"everything_else","multiplier":"x","categoryRaw":"internet, cable, and phone services","evidenceQuote":"3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services"}],"unknownCategoryRaw":[],"extractionCompleteness":"partial"}
Source candidate{"elements":[{"cap":{"amount":150000,"period":"annual","currency":"USD"},"rate":3,"notes":null,"scope":"first $150,000 spent in combined purchases in the following categories each account anniversary year","category":"other","multiplier":"x","categoryRaw":"Shipping purchases","evidenceQuote":"Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y","sourceChunkOrdinal":98,"sourceDocumentVersionId":"b773983b-dfa3-4486-84a9-ec6239e90c6f"}},{"cap":{"amount":150000,"period":"annual","currency":"USD"},"rate":3,"notes":null,"scope":"first $150,000 spent in combined purchases in the following categories each account anniversary year","category":"other","multiplier":"x","categoryRaw":"Advertising purchases made with social media sites and search engines","evidenceQuote":"Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y","sourceChunkOrdinal":98,"sourceDocumentVersionId":"b773983b-dfa3-4486-84a9-ec6239e90c6f"}},{"cap":{"amount":150000,"period":"annual","currency":"USD"},"rate":3,"notes":null,"scope":"first $150,000 spent in combined purchases in the following categories each account anniversary year","category":"other","multiplier":"x","categoryRaw":"Internet, cable and phone services","evidenceQuote":"Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y","sourceChunkOrdinal":98,"sourceDocumentVersionId":"b773983b-dfa3-4486-84a9-ec6239e90c6f"}},{"cap":{"amount":150000,"period":"annual","currency":"USD"},"rate":3,"notes":null,"scope":"first $150,000 spent in combined purchases in the following categories each account anniversary year","category":"travel_general","multiplier":"x","categoryRaw":"Travel","evidenceQuote":"3X on Travel and Business categories on $150K combined spend.","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/chaseforbusiness?iCELL=6C1Y","sourceChunkOrdinal":117,"sourceDocumentVersionId":"6c9fa9cf-27c2-4ede-9d2b-4a13154268b0"}},{"cap":null,"rate":5,"notes":"total points","scope":"through September 30, 2027 with your Chase Ink Preferred card","category":"transit","multiplier":"x","categoryRaw":"Lyft rides","evidenceQuote":"Earn a total of 5x points on Lyft rides through September 30, 2027 with your Chase Ink Preferred card. *","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y","sourceChunkOrdinal":108,"sourceDocumentVersionId":"b773983b-dfa3-4486-84a9-ec6239e90c6f"}},{"cap":null,"rate":1,"notes":"no limit to the amount you can earn","scope":null,"category":"everything_else","multiplier":"x","categoryRaw":"all other purchases","evidenceQuote":"Earn 1 point per $1 on all other purchases - with no limit to the amount you can earn. *","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y","sourceChunkOrdinal":112,"sourceDocumentVersionId":"b773983b-dfa3-4486-84a9-ec6239e90c6f"}},{"cap":null,"rate":1,"notes":null,"scope":null,"category":"everything_else","multiplier":"x","categoryRaw":"1 point for each $1 spent","evidenceQuote":"1 point: You'll earn 1 point for each $1 spent.","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=61FY","sourceChunkOrdinal":155,"sourceDocumentVersionId":"493c1ee2-c9f3-4954-a561-97e227ea7608"}},{"cap":{"amount":150000,"period":"annual","currency":"USD"},"rate":3,"notes":"After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.","scope":"first $150,000 spent each account anniversary year on combined purchases in the following rewards categories","category":"other","multiplier":"x","categoryRaw":"shipping; social media and search engine advertising; travel; internet, cable, and phone services","evidenceQuote":"3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services","evidenceProvenance":{"sourceUrl":"https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=61FY","sourceChunkOrdinal":155,"sourceDocumentVersionId":"493c1ee2-c9f3-4954-a561-97e227ea7608"}}],"droppedCount":0,"extractionCompleteness":"complete"}
Source quote3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services
Source pageUnknown
Document versionb773983b-dfa3-4486-84a9-ec6239e90c6f
Chunk98
Artifact trace

Source evidence text

3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services
Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*
Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*
3X on Travel and Business categories on $150K combined spend.
Earn a total of 5x points on Lyft rides through September 30, 2027 with your Chase Ink Preferred card. *
Earn 1 point per $1 on all other purchases - with no limit to the amount you can earn. *
1 point: You'll earn 1 point for each $1 spent.
3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services
Technical details
{
  "fact": {
    "unit": null,
    "field_key": "earn_rules",
    "value_kind": "structured_earn_rule",
    "element_path": "rules.3",
    "element_index": 3,
    "evidence_quote": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services",
    "collection_path": "rules",
    "review_unit_key": "element-rules-3-67e10d2621b7",
    "normalized_value": {
      "rules": [
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": "After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.",
          "scope": "first $150,000 spent each account anniversary year on combined purchases in the following rewards categories",
          "category": "everything_else",
          "multiplier": "x",
          "categoryRaw": "internet, cable, and phone services",
          "evidenceQuote": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services"
        }
      ],
      "unknownCategoryRaw": [],
      "extractionCompleteness": "partial"
    },
    "review_unit_kind": "element",
    "normalized_fact_id": "a0cfc73c-f79a-4c58-a785-8bb10287ff28:element-rules-3-67e10d2621b7",
    "candidate_raw_value": {
      "elements": [
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": null,
          "scope": "first $150,000 spent in combined purchases in the following categories each account anniversary year",
          "category": "other",
          "multiplier": "x",
          "categoryRaw": "Shipping purchases",
          "evidenceQuote": "Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y",
            "sourceChunkOrdinal": 98,
            "sourceDocumentVersionId": "b773983b-dfa3-4486-84a9-ec6239e90c6f"
          }
        },
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": null,
          "scope": "first $150,000 spent in combined purchases in the following categories each account anniversary year",
          "category": "other",
          "multiplier": "x",
          "categoryRaw": "Advertising purchases made with social media sites and search engines",
          "evidenceQuote": "Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y",
            "sourceChunkOrdinal": 98,
            "sourceDocumentVersionId": "b773983b-dfa3-4486-84a9-ec6239e90c6f"
          }
        },
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": null,
          "scope": "first $150,000 spent in combined purchases in the following categories each account anniversary year",
          "category": "other",
          "multiplier": "x",
          "categoryRaw": "Internet, cable and phone services",
          "evidenceQuote": "Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y",
            "sourceChunkOrdinal": 98,
            "sourceDocumentVersionId": "b773983b-dfa3-4486-84a9-ec6239e90c6f"
          }
        },
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": null,
          "scope": "first $150,000 spent in combined purchases in the following categories each account anniversary year",
          "category": "travel_general",
          "multiplier": "x",
          "categoryRaw": "Travel",
          "evidenceQuote": "3X on Travel and Business categories on $150K combined spend.",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/chaseforbusiness?iCELL=6C1Y",
            "sourceChunkOrdinal": 117,
            "sourceDocumentVersionId": "6c9fa9cf-27c2-4ede-9d2b-4a13154268b0"
          }
        },
        {
          "cap": null,
          "rate": 5,
          "notes": "total points",
          "scope": "through September 30, 2027 with your Chase Ink Preferred card",
          "category": "transit",
          "multiplier": "x",
          "categoryRaw": "Lyft rides",
          "evidenceQuote": "Earn a total of 5x points on Lyft rides through September 30, 2027 with your Chase Ink Preferred card. *",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y",
            "sourceChunkOrdinal": 108,
            "sourceDocumentVersionId": "b773983b-dfa3-4486-84a9-ec6239e90c6f"
          }
        },
        {
          "cap": null,
          "rate": 1,
          "notes": "no limit to the amount you can earn",
          "scope": null,
          "category": "everything_else",
          "multiplier": "x",
          "categoryRaw": "all other purchases",
          "evidenceQuote": "Earn 1 point per $1 on all other purchases - with no limit to the amount you can earn. *",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=6C1Y",
            "sourceChunkOrdinal": 112,
            "sourceDocumentVersionId": "b773983b-dfa3-4486-84a9-ec6239e90c6f"
          }
        },
        {
          "cap": null,
          "rate": 1,
          "notes": null,
          "scope": null,
          "category": "everything_else",
          "multiplier": "x",
          "categoryRaw": "1 point for each $1 spent",
          "evidenceQuote": "1 point: You'll earn 1 point for each $1 spent.",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=61FY",
            "sourceChunkOrdinal": 155,
            "sourceDocumentVersionId": "493c1ee2-c9f3-4954-a561-97e227ea7608"
          }
        },
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": "After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.",
          "scope": "first $150,000 spent each account anniversary year on combined purchases in the following rewards categories",
          "category": "other",
          "multiplier": "x",
          "categoryRaw": "shipping; social media and search engine advertising; travel; internet, cable, and phone services",
          "evidenceQuote": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services",
          "evidenceProvenance": {
            "sourceUrl": "https://creditcards.chase.com/business-credit-cards/ink/business-preferred?iCELL=61FY",
            "sourceChunkOrdinal": 155,
            "sourceDocumentVersionId": "493c1ee2-c9f3-4954-a561-97e227ea7608"
          }
        }
      ],
      "droppedCount": 0,
      "extractionCompleteness": "complete"
    },
    "source_candidate_id": "b53c9e36-3c8e-4247-9848-cfd9d22f225f",
    "source_evidence_text": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services\nEarn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*\nEarn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year.*\n3X on Travel and Business categories on $150K combined spend.\nEarn a total of 5x points on Lyft rides through September 30, 2027 with your Chase Ink Preferred card. *\nEarn 1 point per $1 on all other purchases - with no limit to the amount you can earn. *\n1 point: You'll earn 1 point for each $1 spent.\n3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services",
    "parent_normalized_value": {
      "rules": [
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": "After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.",
          "scope": "first $150,000 spent each account anniversary year on combined purchases in the following rewards categories",
          "category": "other",
          "multiplier": "x",
          "categoryRaw": "shipping",
          "evidenceQuote": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services"
        },
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": "After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.",
          "scope": "first $150,000 spent each account anniversary year on combined purchases in the following rewards categories",
          "category": "other",
          "multiplier": "x",
          "categoryRaw": "social media and search engine advertising",
          "evidenceQuote": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services"
        },
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": "After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.",
          "scope": "first $150,000 spent each account anniversary year on combined purchases in the following rewards categories",
          "category": "travel_general",
          "multiplier": "x",
          "categoryRaw": "travel",
          "evidenceQuote": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services"
        },
        {
          "cap": {
            "amount": 150000,
            "period": "annual",
            "currency": "USD"
          },
          "rate": 3,
          "notes": "After $150,000 is spent on combined purchases in these categories each account anniversary year, you go back to earning 1 point for each $1 spent, with no maximum.",
          "scope": "first $150,000 spent each account anniversary year on combined purchases in the following rewards categories",
          "category": "everything_else",
          "multiplier": "x",
          "categoryRaw": "internet, cable, and phone services",
          "evidenceQuote": "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services"
        },
        {
          "cap": null,
          "rate": 5,
          "notes": "total points",
          "scope": "through September 30, 2027 with your Chase Ink Preferred card",
          "category": "travel_general",
          "multiplier": "x",
          "categoryRaw": "Lyft rides",
          "evidenceQuote": "Earn a total of 5x points on Lyft rides through September 30, 2027 with your Chase Ink Preferred card. *"
        },
        {
          "cap": null,
          "rate": 1,
          "notes": "no limit to the amount you can earn",
          "scope": null,
          "category": "everything_else",
          "multiplier": "x",
          "categoryRaw": "all other purchases",
          "evidenceQuote": "Earn 1 point per $1 on all other purchases - with no limit to the amount you can earn. *"
        }
      ],
      "unknownCategoryRaw": [],
      "extractionCompleteness": "partial"
    },
    "parent_normalized_fact_id": "a0cfc73c-f79a-4c58-a785-8bb10287ff28"
  },
  "entity": {
    "id": "df331af0-cca4-4c70-906d-de45074b01da",
    "name": "Ink Business Preferred",
    "type": "card",
    "issuer_id": "19dd054c-b2ef-4683-a963-ce95509dd5df"
  },
  "reason": {
    "code": "fact_textual_support_unsupported",
    "label": "Fact textual support review",
    "summary": "The evidence supports a 3x earn rule on the first $150,000 of combined purchases in the listed categories, including internet, cable, and phone services. However, the normalized fact maps that rule to category \"everything_else,\" which contradicts the source-facing description because the source specifies bonused categories rather than all other purchases. The rate/cap/period are supported, but the category mapping is not."
  },
  "evidence": {
    "source_url": null,
    "source_ref_id": "card_fact_support_review:df331af0-cca4-4c70-906d-de45074b01da:earn_rules:a0cfc73c-f79a-4c58-a785-8bb10287ff28:b53c9e36-3c8e-4247-9848-cfd9d22f225f:element-rules-3-67e10d2621b7",
    "document_version_id": "b773983b-dfa3-4486-84a9-ec6239e90c6f",
    "source_chunk_ordinal": 98
  },
  "card_name": "Ink Business Preferred",
  "issuer_id": "19dd054c-b2ef-4683-a963-ce95509dd5df",
  "schema_version": "fact_support_review:v6",
  "support_review": {
    "verdict": "unsupported",
    "confidence": "high",
    "explanation": "The evidence supports a 3x earn rule on the first $150,000 of combined purchases in the listed categories, including internet, cable, and phone services. However, the normalized fact maps that rule to category \"everything_else,\" which contradicts the source-facing description because the source specifies bonused categories rather than all other purchases. The rate/cap/period are supported, but the category mapping is not.",
    "modelCalled": true,
    "errorMessage": null,
    "reviewedAtIso": "2026-07-08T04:47:34.195Z",
    "aiProviderError": null,
    "supportedClaims": [
      "3 points total for each $1 spent",
      "first $150,000 spent each account anniversary year",
      "combined purchases in the listed rewards categories include internet, cable, and phone services"
    ],
    "evidenceSnippets": [
      "3 points: You'll earn 3 points total for each $1 of the first $150,000 spent each account anniversary year on combined purchases in the following rewards categories: shipping; social media and search engine advertising; travel; internet, cable, and phone services",
      "Earn 3 points per $1 on the first $150,000 spent in combined purchases in the following categories each account anniversary year."
    ]
  },
  "default_decision_notes": {
    "dismiss": "Dismiss only if another source artifact in this same run supports the normalized value.",
    "accept_fact": "Keep the normalized fact if the source evidence supports the normalized value.",
    "correct_fact": "Correct the normalizer or extraction prompt when the source supports a different canonical value.",
    "refresh_evidence": "Refresh evidence when the quote or source candidate is too weak to judge support."
  }
}