Record, CLM, bronze and silver
CLM-409954
Received 2026-01-21T22:18:07Z, line 72,730 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 | ·aaron | Aaron | Changed |
| Middle | — | — | Unchanged |
| Last name | williams | Williams | Changed |
| Date of birth | 19390907 | 1939-09-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 9364301430 | 9364301430 | Unchanged |
| ·· | — | Unchanged | |
| Address | 7388 Mesa Drive | 7388 Mesa Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85237 | 85237 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- aaron|williams
- Address key
- 7388|mesa|85237
- Canonical first
- aaron
Quality flags
6 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)
- 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 |
|---|---|---|---|---|
| ENR-113129 | 0.87 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006506
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Aaron Williams, 1993-09-07, 2 records, Verified
Evidence
Matched against ENR-113129
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically019c5f31b22026-10-22 12:43:53, scoring_agentidentity id MBR-006506, confidence 0.874, method probabilistic, matched record ENR-113129, policy version 1
- Record linked automatically3eb61741902026-10-19 19:54:38, scoring_agentidentity id MBR-006506, confidence 0.874, method probabilistic, matched record ENR-113129, policy version 1
- Record linked automaticallyda94db0fc32026-10-19 19:52:09, scoring_agentidentity id MBR-006506, confidence 0.874, method probabilistic, matched record ENR-113129, policy version 1
- Record linked automaticallyb87a566a8f2026-10-19 19:45:42, scoring_agentidentity id MBR-006506, confidence 0.874, method probabilistic, matched record ENR-113129, policy version 1
- Record linked automaticallyc2c8e55e332026-10-19 19:32:31, scoring_agentidentity id MBR-006506, confidence 0.874, method probabilistic, matched record ENR-113129, policy version 1
- Record linked automatically5ca67136202026-10-19 19:31:28, scoring_agentidentity id MBR-012005, confidence 1, method probabilistic, matched record TPA-54441, policy version 1