Record, CLM, bronze and silver
CLM-422397
Received 2026-06-26T17:36:58Z, line 43,428 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 | BETTY | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | RILEY | Riley | Changed |
| Date of birth | 15-08-2003 | 2003-08-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | +1 316 763 1673 | 3167631673 | Parsed |
| NULL | — | Cleared | |
| Address | ·9568 Grand Avenue | 9568 Grand Ave | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-4654 | GRP-4654 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.62
- Name key
- betty|riley
- Address key
- 9568|grand|sacramento
- Canonical first
- betty
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
- ZIP missingStreet address present but no ZIP supplied
- 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-422398 | 0.92 | Scored | — | Auto-linked |
| TPA-59831 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033279
- Method
- Scored
- Confidence
- 0.92
- Rule
- weighted score, no rule
Golden record: Betty Rilley, 2003-08-15, 3 records, Verified
Evidence
Matched against TPA-59831
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically331446a3862026-10-22 12:43:55, scoring_agentidentity id MBR-033279, confidence 0.916, method probabilistic, matched record TPA-59831, policy version 1
- Record linked automatically68d125c7aa2026-10-19 19:54:38, scoring_agentidentity id MBR-033279, confidence 0.916, method probabilistic, matched record TPA-59831, policy version 1
- Record linked automaticallyfbd6ba594d2026-10-19 19:52:09, scoring_agentidentity id MBR-033279, confidence 0.916, method probabilistic, matched record TPA-59831, policy version 1
- Record linked automatically3a24bfab0d2026-10-19 19:45:42, scoring_agentidentity id MBR-033279, confidence 0.916, method probabilistic, matched record TPA-59831, policy version 1
- Record linked automatically1af8d102362026-10-19 19:32:31, scoring_agentidentity id MBR-033279, confidence 0.916, method probabilistic, matched record TPA-59831, policy version 1
- Record linked automatically1dc5be641c2026-10-19 19:31:28, scoring_agentidentity id MBR-019445, confidence 1, method probabilistic, matched record CLM-422399, policy version 1