Record, CLM, bronze and silver
CLM-425455
Received 2026-04-01T02:43:29Z, line 94,180 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 | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 08/16/00 | 2000-08-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5615 | •••-••-5615 | Unchanged |
| Phone | - | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 3657 Desert Sky Boulevard·· | 3657 Desert Sky Blvd | Changed |
| City | ·Los Angeles | Los Angeles | Changed |
| State | CA | CA | Unchanged |
| ZIP | 90029 | 90029 | Unchanged |
| Group | GRP-6003 | GRP-6003 | Unchanged |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.50
- Name key
- laura|obrien
- Address key
- 3657|desert sky|90029
- Canonical first
- laura
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-61234 | 1.00 | Scored | — | Auto-linked |
| ENR-133298 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002945
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Obrien, 2000-08-16, 4 records, Verified
Evidence
Matched against TPA-61234
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically298681c2472026-10-19 19:54:38, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record TPA-61234, policy version 1
- Record linked automatically82f693d5df2026-10-19 19:52:08, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record TPA-61234, policy version 1
- Record linked automatically1e7a250d922026-10-19 19:45:41, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record TPA-61234, policy version 1
- Record linked automaticallyc1ede622892026-10-19 19:32:31, scoring_agentidentity id MBR-002945, confidence 1, method probabilistic, matched record TPA-61234, policy version 1
- Record linked automaticallyd4766ee1532026-10-19 19:31:28, scoring_agentidentity id MBR-010833, confidence 1, method probabilistic, matched record TPA-61202, policy version 1