Record, CLM, bronze and silver
CLM-404535
Received 2026-10-13T17:10:29Z, line 74,376 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 | SOFIA | Sofia | Changed |
| Middle | — | — | Unchanged |
| Last name | LYNCH | Lynch | Changed |
| Date of birth | 1/3/1995 | 1995-01-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | 241-387-5761 | 2413875761 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | - | — | Cleared |
| State | - | — | Cleared |
| ZIP | ·null | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- sofia|lynch
- Address key
- —
- Canonical first
- sofia
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 |
|---|---|---|---|---|
| ENR-105973 | 1.00 | Scored | — | Auto-linked |
| TPA-51976 | 0.83 | Scored | — | Sent to steward |
| TPA-51975 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016391
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sofia Lynch, 1995-01-03, 4 records, Verified
Evidence
Matched against ENR-105973
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallycc309de6ec2026-10-22 12:43:54, scoring_agentidentity id MBR-016391, confidence 1, method probabilistic, matched record ENR-105973, policy version 1
- Record linked automaticallyf7bda8d0f02026-10-19 19:54:38, scoring_agentidentity id MBR-016391, confidence 1, method probabilistic, matched record ENR-105973, policy version 1
- Record linked automatically2b64736de42026-10-19 19:52:09, scoring_agentidentity id MBR-016391, confidence 1, method probabilistic, matched record ENR-105973, policy version 1
- Record linked automatically9238a13cf72026-10-19 19:45:42, scoring_agentidentity id MBR-016391, confidence 1, method probabilistic, matched record ENR-105973, policy version 1
- Record linked automatically6c30040a842026-10-19 19:32:31, scoring_agentidentity id MBR-016391, confidence 1, method probabilistic, matched record ENR-105973, policy version 1
- Record linked automaticallyed1ed093082026-10-19 19:31:28, scoring_agentidentity id MBR-011687, confidence 1, method probabilistic, matched record CLM-404533, policy version 1