Record, CLM, bronze and silver
CLM-408795
Received 2026-05-30T06:37:56Z, line 23,005 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 | denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | parker·· | Parker | Changed |
| Date of birth | 11/17/1947 | 1947-11-17 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | uhc-17727-44 | UHC-17727-44 | Parsed |
| SSN | •••-••-2383 | •••-••-2383 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 1449 Central Avenue | 1449 Central Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85219 | 85219 | Unchanged |
| Group | GRP-3471 | GRP-3471 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.74
- Name key
- denise|parker
- Address key
- 1449|central|85219
- Canonical first
- denise
Quality flags
7 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| TPA-53861 | 1.00 | Scored | — | Auto-linked |
| CLM-408796 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53863 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001384
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Parker, 1947-11-17, 4 records, Verified
Evidence
Matched against TPA-53861
| 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 automatically46fd1a2a9c2026-10-19 19:54:38, scoring_agentidentity id MBR-001384, confidence 1, method probabilistic, matched record TPA-53861, policy version 1
- Record linked automatically4d0ce18a8c2026-10-19 19:52:08, scoring_agentidentity id MBR-001384, confidence 1, method probabilistic, matched record TPA-53861, policy version 1
- Record linked automatically30387746332026-10-19 19:45:41, scoring_agentidentity id MBR-001384, confidence 1, method probabilistic, matched record TPA-53861, policy version 1
- Record linked automatically16851c89062026-10-19 19:32:31, scoring_agentidentity id MBR-001384, confidence 1, method probabilistic, matched record TPA-53861, policy version 1
- Record linked automaticallye9136eeeac2026-10-19 19:31:28, scoring_agentidentity id MBR-041194, confidence 1, method probabilistic, matched record ENR-111581, policy version 1