Record, CLM , bronze and silver
CLM-404608
Received 2026-04-01T02:49:17Z, line 9,794 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Judy | Judy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Long | Long | Unchanged |
| Date of birth | May 20, 2001 | 2001-05-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-14892-64 | UHC-14892-64 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | 803.712.9786 | 8037129786 | Parsed |
| null | — | Cleared | |
| Address | 4143 Apache Boulevard | 4143 Apache Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85272-5229·· | 85272 | Changed |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- judy|long
- Address key
- 4143|apache|85272
- Canonical first
- judy
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 |
|---|---|---|---|---|
| TPA-52015 | 1.00 | Scored | — | Auto-linked |
| CLM-404609 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012354
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Long, 2001-05-20, 3 records, Verified
Evidence
Matched against TPA-52015
| 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 automatically3e56d2559d2026-10-22 12:43:54, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automatically9f1bc4e3952026-10-19 19:54:38, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automaticallyd6af997fd82026-10-19 19:52:09, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automatically225a32341e2026-10-19 19:45:42, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1
- Record linked automatically125a55d2942026-10-19 19:32:31, scoring_agentidentity id MBR-012354, confidence 1, method probabilistic, matched record TPA-52015, policy version 1