Record, CLM, bronze and silver
CLM-410999
Received 2026-05-27T04:27:20Z, line 6,062 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 | ·James | James | Changed |
| Middle | — | — | Unchanged |
| Last name | Watkins | Watkins | Unchanged |
| Date of birth | 08/25/1957 | 1957-08-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UNKNOWN | — | Cleared |
| SSN | •••-••-3653 | •••-••-3653 | Unchanged |
| Phone | 895-632-1862 | 8956321862 | Parsed |
| null | — | Cleared | |
| Address | 3160 UNION STREET·· | 3160 Union St | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78716·· | 78716 | Changed |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- james|watkins
- Address key
- 3160|union|78716
- Canonical first
- james
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
- 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-54812 | 1.00 | Scored | — | Auto-linked |
| CLM-410998 | 1.00 | Scored | — | Auto-linked |
| PRV-23181 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002822
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jimmy Watkins, 1957-08-25, 4 records, Verified
Evidence
Matched against TPA-54812
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallya45b9103032026-10-19 19:54:38, scoring_agentidentity id MBR-002822, confidence 1, method probabilistic, matched record TPA-54812, policy version 1
- Record linked automatically49d3e640782026-10-19 19:52:08, scoring_agentidentity id MBR-002822, confidence 1, method probabilistic, matched record TPA-54812, policy version 1
- Record linked automatically07350b7b0e2026-10-19 19:45:41, scoring_agentidentity id MBR-002822, confidence 1, method probabilistic, matched record TPA-54812, policy version 1
- Record linked automatically8093ac50b92026-10-19 19:32:31, scoring_agentidentity id MBR-002822, confidence 1, method probabilistic, matched record TPA-54812, policy version 1