Record, CLM, bronze and silver
CLM-431715
Received 2026-01-16T19:25:32Z, line 38,330 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 | CAROL | Carol | Changed |
| Middle | — | — | Unchanged |
| Last name | LANE | Lane | Changed |
| Date of birth | Apr 14, 1971 | 1971-04-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0184 | •••-••-0184 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 1038 APACHE BLVD | 1038 Apache Blvd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75207 | 75207 | Unchanged |
| Group | null | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- carol|lane
- Address key
- 1038|apache|75207
- Canonical first
- carol
Quality flags
5 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
- 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-431716 | 1.00 | Scored | — | Auto-linked |
| TPA-63999 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141616 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005029
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carol Lane, 1971-04-14, 4 records, Verified
Evidence
Matched against CLM-431716
| 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 automaticallya2f807281b2026-10-19 19:54:38, scoring_agentidentity id MBR-005029, confidence 1, method probabilistic, matched record CLM-431716, policy version 1
- Record linked automatically407696a0102026-10-19 19:52:08, scoring_agentidentity id MBR-005029, confidence 1, method probabilistic, matched record CLM-431716, policy version 1
- Record linked automatically348cea69862026-10-19 19:45:42, scoring_agentidentity id MBR-005029, confidence 1, method probabilistic, matched record CLM-431716, policy version 1
- Record linked automatically936c7f98fd2026-10-19 19:32:31, scoring_agentidentity id MBR-005029, confidence 1, method probabilistic, matched record CLM-431716, policy version 1
- Record linked automatically319d5b298e2026-10-19 19:31:28, scoring_agentidentity id MBR-007142, confidence 1, method probabilistic, matched record ENR-141863, policy version 1