Record, CLM, bronze and silver
CLM-427040
Received 2026-01-18T08:17:14Z, line 51,002 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 | chrristina | Chrristina | Changed |
| Middle | — | — | Unchanged |
| Last name | lynch | Lynch | Changed |
| Date of birth | Mar 8, 1942 | 1942-03-08 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | (542) 448-1134 | 5424481134 | Parsed |
| null | — | Cleared | |
| Address | 8964 Maple Ave | 8964 Maple Ave | Unchanged |
| City | Charlotte | Charlotte | Unchanged |
| State | ·NC | NC | Changed |
| ZIP | 28230 | 28230 | Unchanged |
| Group | GRP-8236 | GRP-8236 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- chrristina|lynch
- Address key
- 8964|maple|28230
- Canonical first
- chrristina
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-61941 | 1.00 | Scored | — | Auto-linked |
| TPA-61940 | 1.00 | Scored | — | Auto-linked |
| CLM-427039 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005464
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christina Lynch, 1942-03-08, 4 records, Verified
Evidence
Matched against TPA-61941
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4d828be3342026-10-19 19:54:38, scoring_agentidentity id MBR-005464, confidence 0.997, method probabilistic, matched record TPA-61941, policy version 1
- Record linked automatically81b6556a442026-10-19 19:52:08, scoring_agentidentity id MBR-005464, confidence 0.997, method probabilistic, matched record TPA-61941, policy version 1
- Record linked automatically0cd38d75512026-10-19 19:45:42, scoring_agentidentity id MBR-005464, confidence 0.997, method probabilistic, matched record TPA-61941, policy version 1
- Record linked automaticallyf79299963f2026-10-19 19:32:31, scoring_agentidentity id MBR-005464, confidence 0.997, method probabilistic, matched record TPA-61941, policy version 1
- Record linked automatically37063903f92026-10-19 19:31:28, scoring_agentidentity id MBR-033454, confidence 1, method probabilistic, matched record CLM-427039, policy version 1