Record, CLM, bronze and silver
CLM-425967
Received 2026-01-04T04:01:46Z, line 82,305 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 | Sophia | Sophia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Walker | Walker | Unchanged |
| Date of birth | UNKNOWN | — | Cleared |
| Gender | Male | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | •••-••-9861 | •••-••-9861 | Parsed |
| Phone | 981-967-7772 | 9819677772 | Parsed |
| N/A | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | ·- | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | GRP-7826 | GRP-7826 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- sophia|walker
- Address key
- —
- Canonical first
- sophia
Quality flags
5 raised during normalisation
- Date of birth missingDate of birth absent or a null token; left empty
- 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 |
|---|---|---|---|---|
| CLM-425970 | 1.00 | Scored | — | Auto-linked |
| CLM-425968 | 0.98 | Scored | — | Auto-linked |
| ENR-133993 | 0.83 | Scored | — | Sent to steward |
| CLM-425969 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001014
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Walker, 1996-05-18, 5 records, Verified
Evidence
Matched against CLM-425970
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically9713a86f212026-10-19 19:54:38, scoring_agentidentity id MBR-001014, confidence 1, method probabilistic, matched record CLM-425970, policy version 1
- Record linked automaticallyf10caecdb72026-10-19 19:52:08, scoring_agentidentity id MBR-001014, confidence 1, method probabilistic, matched record CLM-425970, policy version 1
- Record linked automatically97ebbbf6f42026-10-19 19:45:41, scoring_agentidentity id MBR-001014, confidence 1, method probabilistic, matched record CLM-425970, policy version 1
- Record linked automatically3c740577d52026-10-19 19:32:31, scoring_agentidentity id MBR-001014, confidence 1, method probabilistic, matched record CLM-425970, policy version 1
- Record linked automaticallya01e6d020e2026-10-19 19:31:28, matching_agentidentity id MBR-026127, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134298