Record, CLM, bronze and silver
CLM-420521
Received 2026-09-17T15:20:32Z, line 44,752 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 | JUDITH | Judith | Changed |
| Middle | ·· | — | Unchanged |
| Last name | FORD | Ford | Changed |
| Date of birth | 1949-12-12 | 1949-12-12 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-34094-33 | UHC-34094-33 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 807-374-4480 | 8073744480 | Parsed |
| - | — | Cleared | |
| Address | 4607 Mountain View Drive | 4607 Mountain View Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 33147 | 33147 | Unchanged |
| Group | GRP-0953 | GRP-0953 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- judith|ford
- Address key
- 4607|mountain view|33147
- Canonical first
- judith
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- 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-420522 | 1.00 | Scored | — | Auto-linked |
| CLM-420520 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26088 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000431
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Ford, 1949-12-12, 4 records, Verified
Evidence
Matched against CLM-420522
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyabe17703102026-10-22 12:43:52, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record CLM-420522, policy version 1
- Record linked automaticallyc52f94f41a2026-10-19 19:54:38, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record CLM-420522, policy version 1
- Record linked automaticallye1799493952026-10-19 19:52:08, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record CLM-420522, policy version 1
- Record linked automaticallyd3ddfa7dcb2026-10-19 19:45:41, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record CLM-420522, policy version 1
- Record linked automatically0ec8a4e2802026-10-19 19:32:31, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record CLM-420522, policy version 1
- Record linked automatically03b4a729fc2026-10-19 19:31:28, scoring_agentidentity id MBR-006077, confidence 1, method probabilistic, matched record CLM-420523, policy version 1