Record, CLM, bronze and silver
CLM-431731
Received 2026-09-24T04:37:24Z, line 9,438 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 | Elizabeth | Elizabeth | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Pierce | Pierce | Unchanged |
| Date of birth | 19700224 | 1970-02-24 | Parsed |
| Gender | - | — | Cleared |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 874-591-7377·· | 8745917377 | Parsed |
| ·- | — | Cleared | |
| Address | 1754 UNION STREET | 1754 Union St | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30337 | 30337 | Unchanged |
| Group | GRP-8289 | GRP-8289 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- elizabeth|pierce
- Address key
- 1754|union|30337
- Canonical first
- elizabeth
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-431730 | 1.00 | Scored | — | Auto-linked |
| ENR-141627 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016008
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Elizabeth Pierce, 1970-02-24, 3 records, Verified
Evidence
Matched against CLM-431730
| 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 automatically770c05a8b22026-10-22 12:43:54, scoring_agentidentity id MBR-016008, confidence 1, method probabilistic, matched record CLM-431730, policy version 1
- Record linked automaticallyfe8dd513312026-10-19 19:54:38, scoring_agentidentity id MBR-016008, confidence 1, method probabilistic, matched record CLM-431730, policy version 1
- Record linked automatically9c0772d2e52026-10-19 19:52:09, scoring_agentidentity id MBR-016008, confidence 1, method probabilistic, matched record CLM-431730, policy version 1
- Record linked automaticallya0ceeddae32026-10-19 19:45:42, scoring_agentidentity id MBR-016008, confidence 1, method probabilistic, matched record CLM-431730, policy version 1
- Record linked automatically1f798a2e632026-10-19 19:32:31, scoring_agentidentity id MBR-016008, confidence 1, method probabilistic, matched record CLM-431730, policy version 1
- Record linked automaticallyab5473b93b2026-10-19 19:31:28, matching_agentidentity id MBR-019811, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63904