Record, CLM, bronze and silver
CLM-432379
Received 2026-07-03T17:15:43Z , line 63,691 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 | melissa | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | gibson | Gibson | Changed |
| Date of birth | 03/15/1946 | 1946-03-15 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-27893-59 | UHC-27893-59 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (954) 819-6908 | 9548196908 | Parsed |
| ·· | — | Unchanged | |
| Address | 8469 Oak Street | 8469 Oak St | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43204 | 43204 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- melissa|gibson
- Address key
- 8469|oak|43204
- Canonical first
- melissa
Quality flags
7 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
- 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
- City re-casedCity re-cased to Title Case
- 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-29460 | 1.00 | Scored | — | Auto-linked |
| PRV-29461 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142507 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405856 | 0.64 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022833
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Melissa Gibson, 1946-03-15, 4 records, Verified
Evidence
Matched against PRV-29460
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyee30f1a3bd2026-10-19 19:54:38, scoring_agentidentity id MBR-022833, confidence 1, method probabilistic, matched record PRV-29460, policy version 1
- Record linked automatically8041b9fe822026-10-19 19:52:09, scoring_agentidentity id MBR-022833, confidence 1, method probabilistic, matched record PRV-29460, policy version 1
- Record linked automatically6dea60271b2026-10-19 19:45:42, scoring_agentidentity id MBR-022833, confidence 1, method probabilistic, matched record PRV-29460, policy version 1
- Record linked automaticallye50a3c65d32026-10-19 19:32:31, scoring_agentidentity id MBR-022833, confidence 1, method probabilistic, matched record PRV-29460, policy version 1
- Record linked automaticallyc1ed7af9c42026-10-19 19:31:28, matching_agentidentity id MBR-025849, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-64166