Record, CLM, bronze and silver
CLM-429880
Received 2026-10-14T05:22:28Z, line 81,485 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Juile | Juile | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Pena | Pena | Unchanged |
| Date of birth | 14-12-1994 | 1994-12-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-64751-19·· | UHC-64751-19 | Parsed |
| SSN | •••-••-8529 | •••-••-8529 | Unchanged |
| Phone | (829) 643-1839 | 8296431839 | Parsed |
| N/A | — | Cleared | |
| Address | 9289 Ridge Road | 9289 Ridge Rd | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30309-8645·· | 30309 | Changed |
| Group | GRP-7301 | GRP-7301 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- juile|pena
- Address key
- 9289|ridge|30309
- Canonical first
- juile
Quality flags
7 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-429881 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139180 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-429879 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025241
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Julie Pena, 1994-12-14, 4 records, Verified
Evidence
Matched against CLM-429881
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically1c1087dc8b2026-10-19 19:54:38, matching_agentidentity id MBR-025241, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429881
- Record linked automaticallybcdef6f8422026-10-19 19:52:09, matching_agentidentity id MBR-025241, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429881
- Record linked automatically80bd500ee72026-10-19 19:45:42, matching_agentidentity id MBR-025241, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429881
- Record linked automatically51e008ee2f2026-10-19 19:32:31, matching_agentidentity id MBR-025241, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429881
- Record linked automatically8473e01aa32026-10-19 19:31:28, scoring_agentidentity id MBR-033315, confidence 1, method probabilistic, matched record CLM-429881, policy version 1