Record, CLM, bronze and silver
CLM-401726
Received 2026-08-24T13:31:37Z, line 95,743 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 | ·· | — | Unchanged |
| Last name | PATEL | Patel | Changed |
| Date of birth | 19880921 | 1988-09-21 | Parsed |
| Gender | NULL | — | Cleared |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 556.233.9202 | 5562339202 | Parsed |
| — | — | Unchanged | |
| Address | 3616 INDIAN SCHOOL ROAD | 3616 Indian School Rd | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85021 | 85021 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- emma|patel
- Address key
- 3616|indian school|85021
- Canonical first
- emma
Quality flags
8 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-102266 | 1.00 | Scored | — | Auto-linked |
| ENR-102265 | 1.00 | Scored | — | Auto-linked |
| CLM-401725 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019681
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Emma Patel, 1988-09-21, 4 records, Verified
Evidence
Matched against ENR-102265
| 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 automatically2b96a1912f2026-10-22 12:43:54, scoring_agentidentity id MBR-019681, confidence 1, method probabilistic, matched record ENR-102265, policy version 1
- Record linked automatically3eeb0ed0112026-10-19 19:54:38, scoring_agentidentity id MBR-019681, confidence 1, method probabilistic, matched record ENR-102265, policy version 1
- Record linked automaticallyd9cd372e9e2026-10-19 19:52:09, scoring_agentidentity id MBR-019681, confidence 1, method probabilistic, matched record ENR-102265, policy version 1
- Record linked automaticallyc48df4960e2026-10-19 19:45:42, scoring_agentidentity id MBR-019681, confidence 1, method probabilistic, matched record ENR-102265, policy version 1
- Record linked automatically8955105f022026-10-19 19:32:31, scoring_agentidentity id MBR-019681, confidence 1, method probabilistic, matched record ENR-102265, policy version 1