Record, CLM , bronze and silver
CLM-419222
Received 2026-02-28T17:53:03Z, line 84,730 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 | Amy | Amy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Carroll | Carroll | Changed |
| Date of birth | 1993-12-13 | 1993-12-13 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | N/A·· | — | Cleared |
| SSN | •••-••-8344 | •••-••-8344 | Parsed |
| Phone | ·(929) 872-9026 | 9298729026 | Parsed |
| N/A | — | Cleared | |
| Address | 3972 River Road | 3972 River Rd | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30398 | 30398 | Unchanged |
| Group | GRP-4384 | GRP-4384 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- amy|carroll
- Address key
- 3972|river|30398
- Canonical first
- amy
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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-419223 | 1.00 | Scored | — | Auto-linked |
| ENR-125354 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016544
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amy Carroll, 1993-12-13, 3 records, Verified
Evidence
Matched against CLM-419223
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye9d702df952026-10-22 12:43:54, scoring_agentidentity id MBR-016544, confidence 1, method probabilistic, matched record CLM-419223, policy version 1
- Record linked automatically08d985966a2026-10-19 19:54:38, scoring_agentidentity id MBR-016544, confidence 1, method probabilistic, matched record CLM-419223, policy version 1
- Record linked automatically1a5ccee64c2026-10-19 19:52:09, scoring_agentidentity id MBR-016544, confidence 1, method probabilistic, matched record CLM-419223, policy version 1
- Record linked automaticallyfe15e7ac482026-10-19 19:45:42, scoring_agentidentity id MBR-016544, confidence 1, method probabilistic, matched record CLM-419223, policy version 1
- Record linked automaticallya7e1b4ee782026-10-19 19:32:31, scoring_agentidentity id MBR-016544, confidence 1, method probabilistic, matched record CLM-419223, policy version 1
- Record linked automatically3917ede1f22026-10-19 19:31:28, matching_agentidentity id MBR-009630, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419223