Record, CLM, bronze and silver
CLM-416535
Received 2026-07-08T22:12:10Z, line 41,302 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 | YUKI | Yuki | Changed |
| Middle | — | — | Unchanged |
| Last name | WARD | Ward | Changed |
| Date of birth | 1948-12-23 | 1948-12-23 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3360 | •••-••-3360 | Unchanged |
| Phone | - | — | Cleared |
| null·· | — | Cleared | |
| Address | 4400 Central Ave | 4400 Central Ave | Unchanged |
| City | ·MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33132 | 33132 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- yuki|ward
- Address key
- 4400|central|33132
- Canonical first
- yuki
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-57257 | 1.00 | Scored | — | Auto-linked |
| TPA-57258 | 1.00 | Scored | — | Auto-linked |
| PRV-24905 | 1.00 | Scored | — | Auto-linked |
| CLM-416534 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011223
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Yuki Ward, 1948-12-23, 5 records, Verified
Evidence
Matched against TPA-57258
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2afe05ea842026-10-22 12:43:54, scoring_agentidentity id MBR-011223, confidence 1, method probabilistic, matched record TPA-57258, policy version 1
- Record linked automatically9a9365b2e92026-10-19 19:54:38, scoring_agentidentity id MBR-011223, confidence 1, method probabilistic, matched record TPA-57258, policy version 1
- Record linked automatically383285fd392026-10-19 19:52:09, scoring_agentidentity id MBR-011223, confidence 1, method probabilistic, matched record TPA-57258, policy version 1
- Record linked automaticallybfabe417e22026-10-19 19:45:42, scoring_agentidentity id MBR-011223, confidence 1, method probabilistic, matched record TPA-57258, policy version 1
- Record linked automatically1703192f142026-10-19 19:32:31, scoring_agentidentity id MBR-011223, confidence 1, method probabilistic, matched record TPA-57258, policy version 1
- Record linked automaticallyee7a11e8fc2026-10-19 19:31:28, scoring_agentidentity id MBR-003031, confidence 1, method probabilistic, matched record CLM-416536, policy version 1