Record, CLM, bronze and silver
CLM-417757
Received 2026-04-26T08:51:54Z, line 54,009 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | carlos·· | Carlos | Changed |
| Middle | B. | B | Changed |
| Last name | gibson | Gibson | Changed |
| Date of birth | 1939-07-05 | 1939-07-05 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 3233165820 | 3233165820 | Unchanged |
| NULL | — | Cleared | |
| Address | 8326 Cedar Lane | 8326 Cedar Ln | Changed |
| City | Tucson | Tucson | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85772 | 85772 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- carlos|gibson
- Address key
- 8326|cedar|85772
- Canonical first
- carlos
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-417756 | 1.00 | Scored | — | Auto-linked |
| ENR-123370 | 1.00 | Scored | — | Auto-linked |
| TPA-57839 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010806
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carlos Gibson, 1939-07-05, 4 records, Verified
Evidence
Matched against TPA-57839
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybaae8f62932026-10-19 19:54:38, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automaticallyc098ea9d4a2026-10-19 19:52:09, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automaticallyab8abd54552026-10-19 19:45:42, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automatically5fcf4d34c72026-10-19 19:32:31, scoring_agentidentity id MBR-010806, confidence 1, method probabilistic, matched record TPA-57839, policy version 1
- Record linked automatically0f7afcd02f2026-10-19 19:31:28, matching_agentidentity id MBR-018851, confidence 0.96, rule D3 member_id + name, method deterministic, matched record PRV-25197