Record, CLM, bronze and silver
CLM-417952
Received 2026-10-12T09:13:41Z, line 38,738 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 | ANN | Ann | Changed |
| Middle | R | R | Unchanged |
| Last name | LONG | Long | Changed |
| Date of birth | 19530523 | 1953-05-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (801) 719-1931 | 8017191931 | Parsed |
| NULL | — | Cleared | |
| Address | 2571 Camelback Road | 2571 Camelback Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77034 | 77034 | Unchanged |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- ann|long
- Address key
- 2571|camelback|77034
- Canonical first
- ann
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)
- 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
- 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-123619 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-043581
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ann Long, 1953-05-23, 2 records, Verified
Evidence
Matched against ENR-123619
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically21d8fdd1b52026-10-22 12:43:55, scoring_agentidentity id MBR-043581, confidence 1, method probabilistic, matched record ENR-123619, policy version 1
- Record linked automatically35226e45562026-10-19 19:54:39, scoring_agentidentity id MBR-043581, confidence 1, method probabilistic, matched record ENR-123619, policy version 1
- Record linked automatically60306b6cd72026-10-19 19:52:09, scoring_agentidentity id MBR-043581, confidence 1, method probabilistic, matched record ENR-123619, policy version 1
- Record linked automaticallybbff4401402026-10-19 19:45:42, scoring_agentidentity id MBR-043581, confidence 1, method probabilistic, matched record ENR-123619, policy version 1
- Record linked automatically48d87dcd6e2026-10-19 19:32:31, scoring_agentidentity id MBR-043581, confidence 1, method probabilistic, matched record ENR-123619, policy version 1
- Record linked automatically61640eeed22026-10-19 19:31:28, scoring_agentidentity id MBR-006113, confidence 0.993, method probabilistic, matched record TPA-57849, policy version 1