Record, CLM, bronze and silver
CLM-431993
Received 2026-02-12T11:24:05Z, line 22,051 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 | SARAH | Sarah | Changed |
| Middle | ·J | J | Changed |
| Last name | LONG | Long | Changed |
| Date of birth | 01/20/1993 | 1993-01-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6468 | •••-••-6468 | Unchanged |
| Phone | 315-314-3425 | 3153143425 | Parsed |
| N/A | — | Cleared | |
| Address | 6140 CAMELBACK RD | 6140 Camelback Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77063 | 77063 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- sarah|long
- Address key
- 6140|camelback|77063
- Canonical first
- sarah
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 |
|---|---|---|---|---|
| CLM-431994 | 1.00 | Scored | — | Auto-linked |
| ENR-141988 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012502
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Long, 1993-01-20, 3 records, Verified
Evidence
Matched against CLM-431994
| 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 automatically407023c2cf2026-10-22 12:43:54, scoring_agentidentity id MBR-012502, confidence 1, method probabilistic, matched record CLM-431994, policy version 1
- Record linked automaticallye19f0e16192026-10-19 19:54:38, scoring_agentidentity id MBR-012502, confidence 1, method probabilistic, matched record CLM-431994, policy version 1
- Record linked automatically02f48990d52026-10-19 19:52:09, scoring_agentidentity id MBR-012502, confidence 1, method probabilistic, matched record CLM-431994, policy version 1
- Record linked automatically0716c49b322026-10-19 19:45:42, scoring_agentidentity id MBR-012502, confidence 1, method probabilistic, matched record CLM-431994, policy version 1
- Record linked automaticallyc7371117212026-10-19 19:32:31, scoring_agentidentity id MBR-012502, confidence 1, method probabilistic, matched record CLM-431994, policy version 1
- Record linked automaticallybe61b390402026-10-19 19:31:28, matching_agentidentity id MBR-030679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431994