Record, CLM, bronze and silver
CLM-432203
Received 2026-03-03T22:10:57Z, line 87,622 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 | HELEN | Helen | Changed |
| Middle | — | — | Unchanged |
| Last name | JACOBS | Jacobs | Changed |
| Date of birth | Feb 4, 1998 | 1998-02-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-52233-84 | UHC-52233-84 | Unchanged |
| SSN | •••-••-1804 | •••-••-1804 | Unchanged |
| Phone | 7632433077 | 7632433077 | Unchanged |
| N/A | — | Cleared | |
| Address | 2811 DESERT SKY BOULEVARD | 2811 Desert Sky Blvd | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89160·· | 89160 | Changed |
| Group | GRP-9468 | GRP-9468 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- helen|jacobs
- Address key
- 2811|desert sky|89160
- Canonical first
- helen
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)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-64216 | 1.00 | Scored | — | Auto-linked |
| ENR-142287 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017260
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Helen Jacobs, 1998-02-04, 3 records, Verified
Evidence
Matched against TPA-64216
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6c257b07012026-10-22 12:43:54, scoring_agentidentity id MBR-017260, confidence 1, method probabilistic, matched record TPA-64216, policy version 1
- Record linked automatically165b3aea742026-10-19 19:54:38, scoring_agentidentity id MBR-017260, confidence 1, method probabilistic, matched record TPA-64216, policy version 1
- Record linked automatically18312fb8042026-10-19 19:52:09, scoring_agentidentity id MBR-017260, confidence 1, method probabilistic, matched record TPA-64216, policy version 1
- Record linked automatically47434252c32026-10-19 19:45:42, scoring_agentidentity id MBR-017260, confidence 1, method probabilistic, matched record TPA-64216, policy version 1
- Record linked automaticallye58ac780a52026-10-19 19:32:31, scoring_agentidentity id MBR-017260, confidence 1, method probabilistic, matched record TPA-64216, policy version 1
- Record linked automatically6e3a2f57b62026-10-19 19:31:28, matching_agentidentity id MBR-034033, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-142450