Record, CLM, bronze and silver
CLM-414740
Received 2026-07-18T08:57:48Z, line 476 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 | ·OBrien, Sandra | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Obrien | Changed |
| Date of birth | 1985-10-07 | 1985-10-07 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-52659-90·· | UHC-52659-90 | Parsed |
| SSN | — | — | Unchanged |
| Phone | +1 900 916 6639 | 9009166639 | Parsed |
| SANDRA.OBRIEN@PROTON.ME | sandra.obrien@proton.me | Changed | |
| Address | 7731 SPRING STREET | 7731 Spring St | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30320 | 30320 | Unchanged |
| Group | ·GRP-0631 | GRP-0631 | Changed |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- sandra|obrien
- Address key
- 7731|spring|30320
- Canonical first
- sandra
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-56497 | 1.00 | Scored | — | Auto-linked |
| TPA-56498 | 1.00 | Scored | — | Auto-linked |
| CLM-414739 | 1.00 | Scored | — | Auto-linked |
| PRV-24322 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021361
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Obrien, 1985-10-07, 5 records, Verified
Evidence
Matched against TPA-56498
| 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 automaticallye1e17ae9102026-10-19 19:54:38, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automatically17fafbbaa52026-10-19 19:52:09, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automatically99aa9248b72026-10-19 19:45:42, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automaticallyc8900e653a2026-10-19 19:32:31, scoring_agentidentity id MBR-021361, confidence 1, method probabilistic, matched record TPA-56498, policy version 1
- Record linked automaticallyc73b1990862026-10-19 19:31:28, scoring_agentidentity id MBR-010008, confidence 0.875, method probabilistic, matched record ENR-119313, policy version 1