Record, CLM, bronze and silver
CLM-416981
Received 2026-07-12T09:48:47Z, line 22,584 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 | Sarah | Sarah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Banks | Banks | Unchanged |
| Date of birth | 1980-10-22 | 1980-10-22 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 592.992.2729 | 5929922729 | Parsed |
| sarah.banks82@proton.me | sarah.banks82@proton.me | Unchanged | |
| Address | 3771 LINCOLN WAY | 3771 Lincoln Way | Changed |
| City | ·Houston | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77001 | 77001 | Unchanged |
| Group | GRP-6042 | GRP-6042 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- sarah|banks
- Address key
- 3771|lincoln|77001
- Canonical first
- sarah
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| CLM-416980 | 1.00 | Scored | — | Auto-linked |
| TPA-57488 | 1.00 | Scored | — | Auto-linked |
| TPA-57489 | 1.00 | Scored | — | Auto-linked |
| ENR-122340 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010468
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Banks, 1980-10-22, 5 records, Verified
Evidence
Matched against TPA-57488
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically89759102582026-10-19 19:54:38, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
- Record linked automatically5a565975ec2026-10-19 19:52:09, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
- Record linked automatically1ddbbb71382026-10-19 19:45:42, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
- Record linked automatically9da186d9232026-10-19 19:32:31, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record TPA-57488, policy version 1
- Record linked automatically9f5e8f30742026-10-19 19:31:28, matching_agentidentity id MBR-019961, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416980