Record, CLM, bronze and silver
CLM-421953
Received 2026-09-08T07:28:02Z, line 32,749 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 | George | George | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Crawford | Crawford | Unchanged |
| Date of birth | 3/12/1968·· | 1968-03-12 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-18913-17·· | UHC-18913-17 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | ·774-415-4163 | 7744154163 | Parsed |
| - | — | Cleared | |
| Address | 2808 OAK STREET | 2808 Oak St | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-0309·· | GRP-0309 | Changed |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- george|crawford
- Address key
- 2808|oak|phoenix
- Canonical first
- george
Quality flags
8 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-59645 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039593
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: George Crawford, 1968-03-12, 2 records, Verified
Evidence
Matched against TPA-59645
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically6c4ca45e9f2026-10-19 19:54:39, scoring_agentidentity id MBR-039593, confidence 0.925, method probabilistic, matched record TPA-59645, policy version 1
- Record linked automatically5e070995bd2026-10-19 19:52:09, scoring_agentidentity id MBR-039593, confidence 0.925, method probabilistic, matched record TPA-59645, policy version 1
- Record linked automaticallya4a2d78faa2026-10-19 19:45:42, scoring_agentidentity id MBR-039593, confidence 0.925, method probabilistic, matched record TPA-59645, policy version 1
- Record linked automatically3b7713ca0f2026-10-19 19:32:31, scoring_agentidentity id MBR-039593, confidence 0.925, method probabilistic, matched record TPA-59645, policy version 1
- Record linked automaticallyba0f4b591a2026-10-19 19:31:28, matching_agentidentity id MBR-025103, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-421952