Record, CLM, bronze and silver
CLM-407187
Received 2026-08-25T20:25:34Z, line 66,514 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 | LINDA | Linda | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | Apr 1, 1944 | 1944-04-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9747 | •••-••-9747 | Unchanged |
| Phone | (558) 579-2710 | 5585792710 | Parsed |
| null | — | Cleared | |
| Address | 3414 Canyon Rd | 3414 Canyon Rd | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37292 | 37292 | Unchanged |
| Group | GRP-6426 | GRP-6426 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- linda|obrien
- Address key
- 3414|canyon|37292
- Canonical first
- linda
Quality flags
4 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
- 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 |
|---|---|---|---|---|
| CLM-407188 | 1.00 | Scored | — | Auto-linked |
| CLM-407189 | 1.00 | Scored | — | Auto-linked |
| ENR-109392 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-407186 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033382
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Linda Obrien, 1944-04-01, 5 records, Verified
Evidence
Matched against CLM-407188
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically0fbba9a4c22026-10-19 19:54:38, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407188, policy version 1
- Record linked automaticallya98c3b5b1f2026-10-19 19:52:09, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407188, policy version 1
- Record linked automaticallye9fa96047a2026-10-19 19:45:42, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407188, policy version 1
- Record linked automatically58c22e91af2026-10-19 19:32:31, scoring_agentidentity id MBR-033382, confidence 1, method probabilistic, matched record CLM-407188, policy version 1