Record, CLM, bronze and silver
CLM-428993
Received 2026-07-26T03:07:41Z, line 73,133 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 | JACK | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | PENA | Pena | Changed |
| Date of birth | 20-03-2004 | 2004-03-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-35249-07 | UHC-35249-07 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| NULL | — | Cleared | |
| Address | 4207 Baseline Road | 4207 Baseline Rd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85083 | 85083 | Unchanged |
| Group | GRP-1162 | GRP-1162 | Unchanged |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.76
- Name key
- john|pena
- Address key
- 4207|baseline|85083
- Canonical first
- john
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)
- 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 |
|---|---|---|---|---|
| CLM-428994 | 1.00 | Scored | — | Auto-linked |
| ENR-138009 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000992
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jack Pena, 2004-03-20, 3 records, Verified
Evidence
Matched against CLM-428994
| 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 automatically51658053db2026-10-19 19:54:38, scoring_agentidentity id MBR-000992, confidence 1, method probabilistic, matched record CLM-428994, policy version 1
- Record linked automatically6e434597df2026-10-19 19:52:08, scoring_agentidentity id MBR-000992, confidence 1, method probabilistic, matched record CLM-428994, policy version 1
- Record linked automaticallyd18eb5703d2026-10-19 19:45:41, scoring_agentidentity id MBR-000992, confidence 1, method probabilistic, matched record CLM-428994, policy version 1
- Record linked automatically5dbd64c2752026-10-19 19:32:31, scoring_agentidentity id MBR-000992, confidence 1, method probabilistic, matched record CLM-428994, policy version 1
- Record linked automatically416fccb6d32026-10-19 19:31:28, scoring_agentidentity id MBR-003532, confidence 1, method probabilistic, matched record TPA-62740, policy version 1