Record, CLM, bronze and silver
CLM-420614
Received 2026-02-23T04:27:43Z, line 16,329 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 | Sandra | Sandra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bell | Bell | Unchanged |
| Date of birth | 1952-11-28 | 1952-11-28 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 232-904-3078 | 2329043078 | Parsed |
| SANDRA.BELL@AOL.COM | sandra.bell@aol.com | Changed | |
| Address | ·- | — | Cleared |
| City | — | — | Unchanged |
| State | ···· | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-9402 | GRP-9402 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.92
- Name key
- sandra|bell
- Address key
- —
- Canonical first
- sandra
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- 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-59053 | 1.00 | Scored | — | Auto-linked |
| ENR-127116 | 1.00 | Scored | — | Auto-linked |
| CLM-420615 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015249
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Bell, 1952-11-28, 4 records, Verified
Evidence
Matched against TPA-59053
| 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 automatically59fa2d3a262026-10-19 19:54:38, scoring_agentidentity id MBR-015249, confidence 1, method probabilistic, matched record TPA-59053, policy version 1
- Record linked automaticallya5323f17a52026-10-19 19:52:09, scoring_agentidentity id MBR-015249, confidence 1, method probabilistic, matched record TPA-59053, policy version 1
- Record linked automaticallye222fc7b7a2026-10-19 19:45:42, scoring_agentidentity id MBR-015249, confidence 1, method probabilistic, matched record TPA-59053, policy version 1
- Record linked automaticallyd462faaf1d2026-10-19 19:32:31, scoring_agentidentity id MBR-015249, confidence 1, method probabilistic, matched record TPA-59053, policy version 1
- Record linked automaticallya57bf0bbf02026-10-19 19:31:28, matching_agentidentity id MBR-036788, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-420615