Record, CLM, bronze and silver
CLM-404402
Received 2026-07-26T20:21:19Z, line 312 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 | liisa | Liisa | Changed |
| Middle | — | — | Unchanged |
| Last name | campbell | Campbell | Changed |
| Date of birth | 10/22/1965 | 1965-10-22 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 673-271-7388 | 6732717388 | Parsed |
| lisa.campbell@icloud.com | lisa.campbell@icloud.com | Unchanged | |
| Address | 1629 PINE DR | 1629 Pine Dr | Changed |
| City | ·Denver | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | 80275 | 80275 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN·· | — | Cleared |
- Quality score
- 0.74
- Name key
- liisa|campbell
- Address key
- 1629|pine|80275
- Canonical first
- liisa
Quality flags
7 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
- 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-105829 | 0.99 | Scored | — | Auto-linked |
| ENR-105828 | 0.99 | Scored | — | Auto-linked |
| TPA-51924 | 0.97 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030188
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lisa Campbell, 1965-10-22, 4 records, Verified
Evidence
Matched against ENR-105829
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyeaf1e762092026-10-19 19:54:38, scoring_agentidentity id MBR-030188, confidence 0.993, method probabilistic, matched record ENR-105829, policy version 1
- Record linked automaticallybbf22824a02026-10-19 19:52:09, scoring_agentidentity id MBR-030188, confidence 0.993, method probabilistic, matched record ENR-105829, policy version 1
- Record linked automatically579bdba5432026-10-19 19:45:42, scoring_agentidentity id MBR-030188, confidence 0.993, method probabilistic, matched record ENR-105829, policy version 1
- Record linked automatically558b4836ce2026-10-19 19:32:31, scoring_agentidentity id MBR-030188, confidence 0.993, method probabilistic, matched record ENR-105829, policy version 1
- Record linked automaticallyce5a4bf7042026-10-19 19:31:28, scoring_agentidentity id MBR-005367, confidence 1, method probabilistic, matched record ENR-105724, policy version 1