Record, CLM , bronze and silver
CLM-406806
Received 2026-09-22T05:33:39Z, line 77,430 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | PATTY | Patty | Changed |
| Middle | — | — | Unchanged |
| Last name | HART | Hart | Changed |
| Date of birth | 19740514 | 1974-05-14 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | 288-827-2392 | 2888272392 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6473 Jefferson Avenue | 6473 Jefferson Ave | Changed |
| City | PHOENIX·· | Phoenix | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.44
- Name key
- patricia|hart
- Address key
- 6473|jefferson|phoenix
- Canonical first
- patricia
Quality flags
10 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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- 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-108894 | 0.94 | Scored | — | Auto-linked |
| CLM-406807 | 0.93 | Scored | — | Auto-linked |
| ENR-108893 | 0.93 | Scored | — | Auto-linked |
| TPA-52991 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-034096
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Patricia Hart, 1974-05-14, 4 records, Verified
Evidence
Matched against ENR-108894
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically4a485352902026-10-19 19:54:39, scoring_agentidentity id MBR-034096, confidence 0.937, method probabilistic, matched record ENR-108894, policy version 1
- Record linked automatically092cf9a4e52026-10-19 19:52:09, scoring_agentidentity id MBR-034096, confidence 0.937, method probabilistic, matched record ENR-108894, policy version 1
- Record linked automatically3f517cdc2c2026-10-19 19:45:42, scoring_agentidentity id MBR-034096, confidence 0.937, method probabilistic, matched record ENR-108894, policy version 1
- Record linked automaticallyfb1c3ee6fe2026-10-19 19:32:31, scoring_agentidentity id MBR-034096, confidence 0.937, method probabilistic, matched record ENR-108894, policy version 1
- Record linked automatically37e30519d92026-10-19 19:31:28, scoring_agentidentity id MBR-025916, confidence 1, method probabilistic, matched record TPA-53025, policy version 1