Record, CLM, bronze and silver
CLM-403673
Received 2026-05-31T00:56:28Z, line 53,774 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 | Carl | Carl | Unchanged |
| Middle | C | C | Unchanged |
| Last name | Hill | Hill | Unchanged |
| Date of birth | Oct 6, 1994 | 1994-10-06 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3950 | •••-••-3950 | Unchanged |
| Phone | 779-972-5256 | 7799725256 | Parsed |
| — | — | Unchanged | |
| Address | 2200 BAYSHORE DR | 2200 Bayshore Dr | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85010 | 85010 | Unchanged |
| Group | GRP-8464·· | GRP-8464 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- carl|hill
- Address key
- 2200|bayshore|85010
- Canonical first
- carl
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
- City re-casedCity re-cased to Title Case
- 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-51590 | 1.00 | Scored | — | Auto-linked |
| ENR-104773 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-104772 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-403672 | 0.88 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030952
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carl Hill, 1994-10-06, 5 records, Verified
Evidence
Matched against TPA-51590
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd9435cff132026-10-19 19:54:38, scoring_agentidentity id MBR-030952, confidence 1, method probabilistic, matched record TPA-51590, policy version 1
- Record linked automatically35a31b3d0d2026-10-19 19:52:09, scoring_agentidentity id MBR-030952, confidence 1, method probabilistic, matched record TPA-51590, policy version 1
- Record linked automatically753b78cf4e2026-10-19 19:45:42, scoring_agentidentity id MBR-030952, confidence 1, method probabilistic, matched record TPA-51590, policy version 1
- Record linked automatically13ad6a5b832026-10-19 19:32:31, scoring_agentidentity id MBR-030952, confidence 1, method probabilistic, matched record TPA-51590, policy version 1
- Record linked automaticallybcf781a1212026-10-19 19:31:28, scoring_agentidentity id MBR-003644, confidence 1, method probabilistic, matched record CLM-403674, policy version 1