Record, CLM, bronze and silver
CLM-408771
Received 2026-05-15T21:56:08Z, line 71,263 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Joyce | Joyce | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gibson | Gibson | Unchanged |
| Date of birth | -·· | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | UHC-76784-79 | UHC-76784-79 | Unchanged |
| SSN | •••-••-5514 | •••-••-5514 | Unchanged |
| Phone | 691-879-9287 | 6918799287 | Parsed |
| JOYCE.GIBSON96@OUTLOOK.COM | joyce.gibson96@outlook.com | Changed | |
| Address | 9321 Mesa Drive | 9321 Mesa Dr | Changed |
| City | Atlanta·· | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30381 | 30381 | Unchanged |
| Group | GRP-3499 | GRP-3499 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- joyce|gibson
- Address key
- 9321|mesa|30381
- Canonical first
- joyce
Quality flags
7 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
- 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
- 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 |
|---|---|---|---|---|
| ENR-111574 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-408772 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-408773 | 0.69 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015264
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Joyce Gibson, 1999-11-15, 4 records, Verified
Evidence
Matched against CLM-408772
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| 1.00 | 1.5 | ||
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically6a2f2f74f82026-10-19 19:54:38, matching_agentidentity id MBR-015264, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-408772
- Record linked automaticallyf243cce1d12026-10-19 19:52:09, matching_agentidentity id MBR-015264, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-408772
- Record linked automaticallya663b96ae22026-10-19 19:45:42, matching_agentidentity id MBR-015264, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-408772
- Record linked automatically5a2e4874d12026-10-19 19:32:31, matching_agentidentity id MBR-015264, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-408772
- Record linked automatically85af3cbc9d2026-10-19 19:31:28, scoring_agentidentity id MBR-006228, confidence 1, method probabilistic, matched record PRV-22588, policy version 1