Record, CLM, bronze and silver
CLM-416643
Received 2026-02-01T12:40:18Z, line 9,984 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 | HOWERD | Howerd | Changed |
| Middle | — | — | Unchanged |
| Last name | SUSAN | Susan | Changed |
| Date of birth | 1985-08-06 | 1985-08-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1374 | •••-••-1374 | Unchanged |
| Phone | 4784911931 | 4784911931 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 6781 Forest Avenue | 6781 Forest Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85059 | 85059 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.80
- Name key
- howerd|susan
- Address key
- 6781|forest|85059
- Canonical first
- howerd
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| ENR-121854 | 0.98 | Scored | — | Auto-linked |
| CLM-416644 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009482
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Susan Howard, 1985-08-06, 3 records, Verified
Evidence
Matched against ENR-121854
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7f5e685fe62026-10-22 12:43:54, scoring_agentidentity id MBR-009482, confidence 0.98, method probabilistic, matched record ENR-121854, policy version 1
- Record linked automaticallyf53e4cbf4a2026-10-19 19:54:38, scoring_agentidentity id MBR-009482, confidence 0.98, method probabilistic, matched record ENR-121854, policy version 1
- Record linked automaticallye432581ce92026-10-19 19:52:09, scoring_agentidentity id MBR-009482, confidence 0.98, method probabilistic, matched record ENR-121854, policy version 1
- Record linked automaticallye418dbd3312026-10-19 19:45:42, scoring_agentidentity id MBR-009482, confidence 0.98, method probabilistic, matched record ENR-121854, policy version 1
- Record linked automatically448a5a1c2e2026-10-19 19:32:31, scoring_agentidentity id MBR-009482, confidence 0.98, method probabilistic, matched record ENR-121854, policy version 1
- Record linked automaticallybfe03bc6322026-10-19 19:31:28, matching_agentidentity id MBR-016835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416642