Record, CLM , bronze and silver
CLM-416851
Received 2026-07-07T10:33:43Z, line 46,120 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | JAMES | James | Changed |
| Middle | — | — | Unchanged |
| Last name | WHITE | White | Changed |
| Date of birth | 9158-06-21 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-2707 | •••-••-2707 | Unchanged |
| Phone | 18569966147 | 8569966147 | Parsed |
| N/A | — | Cleared | |
| Address | 2410 Canyon Road | 2410 Canyon Rd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85224 | 85224 | Unchanged |
| Group | GRP-2727 | GRP-2727 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- james|white
- Address key
- 2410|canyon|85224
- Canonical first
- james
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- 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-57424 | 1.00 | Scored | — | Auto-linked |
| ENR-122134 | 0.93 | Scored | — | Auto-linked |
| TPA-57425 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021791
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: James White, 1958-06-21, 4 records, Verified
Evidence
Matched against TPA-57424
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6e02f9c10f2026-10-22 12:43:54, scoring_agentidentity id MBR-021791, confidence 1, method probabilistic, matched record TPA-57424, policy version 1
- Record linked automatically922d5331472026-10-19 19:54:38, scoring_agentidentity id MBR-021791, confidence 1, method probabilistic, matched record TPA-57424, policy version 1
- Record linked automaticallyb8773241992026-10-19 19:52:09, scoring_agentidentity id MBR-021791, confidence 1, method probabilistic, matched record TPA-57424, policy version 1
- Record linked automatically6c24bb6fe12026-10-19 19:45:42, scoring_agentidentity id MBR-021791, confidence 1, method probabilistic, matched record TPA-57424, policy version 1
- Record linked automaticallyd998fd89782026-10-19 19:32:31, scoring_agentidentity id MBR-021791, confidence 1, method probabilistic, matched record TPA-57424, policy version 1
- Record linked automatically085d22a6662026-10-19 19:31:28, scoring_agentidentity id MBR-008258, confidence 0.993, method probabilistic, matched record CLM-416852, policy version 1