Record, CLM , bronze and silver
CLM-428852
Received 2026-06-18T03:42:38Z, line 4,558 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Deborah | Deborah | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Richards | Richards | Unchanged |
| Date of birth | 06/14/1955 | 1955-06-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (287) 827-7154 | 2878277154 | Parsed |
| — | — | Unchanged | |
| Address | 7280 Bayshore Drive | 7280 Bayshore Dr | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30396 | 30396 | Unchanged |
| Group | GRP-1563 | GRP-1563 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- deborah|richards
- Address key
- 7280|bayshore|30396
- Canonical first
- deborah
Quality flags
5 raised during normalisation
- 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
- 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
- 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 |
|---|---|---|---|---|
| PRV-28482 | 1.00 | Scored | — | Auto-linked |
| ENR-137830 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-035327
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Richards, 1955-06-14, 3 records, Verified
Evidence
Matched against PRV-28482
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically060c0cca5b2026-10-19 19:54:39, scoring_agentidentity id MBR-035327, confidence 1, method probabilistic, matched record PRV-28482, policy version 1
- Record linked automatically1398e5d25a2026-10-19 19:52:09, scoring_agentidentity id MBR-035327, confidence 1, method probabilistic, matched record PRV-28482, policy version 1
- Record linked automatically1e38931a9e2026-10-19 19:45:42, scoring_agentidentity id MBR-035327, confidence 1, method probabilistic, matched record PRV-28482, policy version 1
- Record linked automatically7f477714c02026-10-19 19:32:31, scoring_agentidentity id MBR-035327, confidence 1, method probabilistic, matched record PRV-28482, policy version 1
- Record linked automaticallyd6cace9d4b2026-10-19 19:31:28, matching_agentidentity id MBR-011481, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-428853