Record, CLM, bronze and silver
CLM-420520
Received 2026-07-07T22:52:29Z , line 72,033 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 | •••-••-9190 | •••-••-9190 | Unchanged |
| Phone | - | — | Cleared |
| judith.ford62@icloud.com | judith.ford62@icloud.com | Unchanged | |
| Address | 4967 CEDAR LN | 4967 Cedar Ln | Changed |
| City | Chandler | Chandler | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85263 | 85263 | Unchanged |
| Group | GRP-0953 | GRP-0953 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- judith|ford
- Address key
- 4967|cedar|85263
- Canonical first
- judith
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| PRV-26088 | 1.00 | Scored | — | Auto-linked |
| CLM-420521 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420522 | 0.75 | 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 PRV-26088
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically68c3d3e7e72026-10-22 12:43:52, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record PRV-26088, policy version 1
- Record linked automaticallydd984e1a982026-10-19 19:54:38, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record PRV-26088, policy version 1
- Record linked automaticallyb26c193a2a2026-10-19 19:52:08, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record PRV-26088, policy version 1
- Record linked automatically6ea0d4220c2026-10-19 19:45:41, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record PRV-26088, policy version 1
- Record linked automatically31d8dabf572026-10-19 19:32:31, scoring_agentidentity id MBR-000431, confidence 1, method probabilistic, matched record PRV-26088, policy version 1
- Record linked automaticallye21248fa612026-10-19 19:31:28, scoring_agentidentity id MBR-022524, confidence 1, method probabilistic, matched record TPA-58950, policy version 1