Record, CLM, bronze and silver
CLM-427111
Received 2026-06-13T21:41:01Z, line 99,050 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 | Isabella | Isabella | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Barnes | Barnes | Unchanged |
| Date of birth | 19950902 | 1995-09-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-0494 | •••-••-0494 | Unchanged |
| Phone | 2236578131 | 2236578131 | Unchanged |
| NULL | — | Cleared | |
| Address | 5646 Elm Street | 5646 Elm St | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA·· | CA | Changed |
| ZIP | 93724 | 93724 | Unchanged |
| Group | GRP-5971 | GRP-5971 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- isabella|barnes
- Address key
- 5646|elm|93724
- Canonical first
- isabella
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| ENR-135550 | 1.00 | Scored | — | Auto-linked |
| CLM-427110 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018152
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Isabella Barnes, 1995-09-02, 3 records, Verified
Evidence
Matched against ENR-135550
| 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 automatically76fed732482026-10-22 12:43:54, scoring_agentidentity id MBR-018152, confidence 1, method probabilistic, matched record ENR-135550, policy version 1
- Record linked automatically7641428a322026-10-19 19:54:38, scoring_agentidentity id MBR-018152, confidence 1, method probabilistic, matched record ENR-135550, policy version 1
- Record linked automatically5c229faa972026-10-19 19:52:09, scoring_agentidentity id MBR-018152, confidence 1, method probabilistic, matched record ENR-135550, policy version 1
- Record linked automatically042cacc37f2026-10-19 19:45:42, scoring_agentidentity id MBR-018152, confidence 1, method probabilistic, matched record ENR-135550, policy version 1
- Record linked automatically0681c30cd92026-10-19 19:32:31, scoring_agentidentity id MBR-018152, confidence 1, method probabilistic, matched record ENR-135550, policy version 1
- Record linked automaticallyd9ec11df9d2026-10-19 19:31:28, scoring_agentidentity id MBR-015004, confidence 1, method probabilistic, matched record CLM-427110, policy version 1