Record, CLM, bronze and silver
CLM-416134
Received 2026-05-01T11:07:09Z, line 15,049 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 | EMMA | Emma | Changed |
| Middle | N | N | Unchanged |
| Last name | PAKR | Pakr | Changed |
| Date of birth | 1952-09-22 | 1952-09-22 | Unchanged |
| Gender | ·· | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 292.778.7786 | 2927787786 | Parsed |
| EMMA.PARK81@AOL.COM | emma.park81@aol.com | Changed | |
| Address | 2157 Ridge Road | 2157 Ridge Rd | Changed |
| City | Fresno | Fresno | Unchanged |
| State | ca | CA | Changed |
| ZIP | 93791 | 93791 | Unchanged |
| Group | ·UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- emma|pakr
- Address key
- 2157|ridge|93791
- Canonical first
- emma
Quality flags
7 raised during normalisation
- 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
- State code upper-casedTwo-letter state code upper-cased
- Email lower-casedEmail lower-cased
- 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-121221 | 0.99 | Scored | — | Auto-linked |
| CLM-416136 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010195
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Emma Park, 1952-09-22, 4 records, Verified
Evidence
Matched against ENR-121221
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyceb6743e702026-10-22 12:43:54, scoring_agentidentity id MBR-010195, confidence 0.989, method probabilistic, matched record ENR-121221, policy version 1
- Record linked automaticallyd73da3a4232026-10-19 19:54:38, scoring_agentidentity id MBR-010195, confidence 0.989, method probabilistic, matched record ENR-121221, policy version 1
- Record linked automatically8cefc57bc02026-10-19 19:52:09, scoring_agentidentity id MBR-010195, confidence 0.989, method probabilistic, matched record ENR-121221, policy version 1
- Record linked automatically36683b2a142026-10-19 19:45:42, scoring_agentidentity id MBR-010195, confidence 0.989, method probabilistic, matched record ENR-121221, policy version 1
- Record linked automatically5064a6603c2026-10-19 19:32:31, scoring_agentidentity id MBR-010195, confidence 0.989, method probabilistic, matched record ENR-121221, policy version 1
- Record linked automaticallydfbde72f762026-10-19 19:31:28, scoring_agentidentity id MBR-001032, confidence 1, method probabilistic, matched record ENR-121104, policy version 1