Record, CLM, bronze and silver
CLM-416666
Received 2026-06-17T04:10:03Z, line 90,315 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 | Andrea | Andrea | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Lawson | Lawson | Unchanged |
| Date of birth | Aug 19, 1979 | 1979-08-19 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-2395 | •••-••-2395 | Parsed |
| Phone | 652.722.7444 | 6527227444 | Parsed |
| andrea.lawson@aol.com·· | andrea.lawson@aol.com | Changed | |
| Address | ·9607 Central Ave | 9607 Central Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85220 | 85220 | Unchanged |
| Group | GRP-8947 | GRP-8947 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- andrea|lawson
- Address key
- 9607|central|85220
- Canonical first
- andrea
Quality flags
4 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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-57328 | 1.00 | Scored | — | Auto-linked |
| ENR-121887 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-416665 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007026
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrea Lawson, 1979-08-19, 4 records, Verified
Evidence
Matched against TPA-57328
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically316dfd98362026-10-19 19:54:38, scoring_agentidentity id MBR-007026, confidence 1, method probabilistic, matched record TPA-57328, policy version 1
- Record linked automaticallyc8ee3f0ee32026-10-19 19:52:09, scoring_agentidentity id MBR-007026, confidence 1, method probabilistic, matched record TPA-57328, policy version 1
- Record linked automatically799789fa5d2026-10-19 19:45:42, scoring_agentidentity id MBR-007026, confidence 1, method probabilistic, matched record TPA-57328, policy version 1
- Record linked automatically465e4863362026-10-19 19:32:31, scoring_agentidentity id MBR-007026, confidence 1, method probabilistic, matched record TPA-57328, policy version 1
- Record linked automatically178f8e15092026-10-19 19:31:28, scoring_agentidentity id MBR-013197, confidence 1, method probabilistic, matched record ENR-121829, policy version 1