Record, CLM, bronze and silver
CLM-405107
Received 2026-05-25T05:10:04Z, line 73,648 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 | Mary | Mary | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Miller | Miller | Unchanged |
| Date of birth | 10/25/1961 | 1961-10-25 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-7510 | •••-••-7510 | Unchanged |
| Phone | (473) 293-7664 | 4732937664 | Parsed |
| mary.miller@outlook.com·· | mary.miller@outlook.com | Changed | |
| Address | 870 MARKET ST | 870 Market St | Changed |
| City | ORLANDO | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32832 | 32832 | Unchanged |
| Group | ·· | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- mary|miller
- Address key
- 870|market|32832
- Canonical first
- mary
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-405106 | 1.00 | Scored | — | Auto-linked |
| CLM-405105 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-52237 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009555
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mary Miller, 1961-10-25, 4 records, Verified
Evidence
Matched against CLM-405106
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd0eb945fcf2026-10-22 12:43:54, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically352492a3c62026-10-19 19:54:38, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automaticallyc72876f13f2026-10-19 19:52:09, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically186173e9af2026-10-19 19:45:42, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically09e30804d72026-10-19 19:32:31, scoring_agentidentity id MBR-009555, confidence 1, method probabilistic, matched record CLM-405106, policy version 1
- Record linked automatically301c194f4c2026-10-19 19:31:28, scoring_agentidentity id MBR-016623, confidence 0.994, method probabilistic, matched record TPA-52290, policy version 1