Record, CLM, bronze and silver
CLM-428007
Received 2026-09-12T20:06:57Z, line 25,221 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 | Debra | Debra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Franklin | Franklin | Unchanged |
| Date of birth | Sep 6, 1981 | 1981-09-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-11815-41 | UHC-11815-41 | Unchanged |
| SSN | •••-••-1497 | •••-••-1497 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 1835 BASELINE ROAD | 1835 Baseline Rd | Changed |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32238 | 32238 | Unchanged |
| Group | GRP-3656 | GRP-3656 | Unchanged |
| Plan | -·· | — | Cleared |
- Quality score
- 0.78
- Name key
- debra|franklin
- Address key
- 1835|baseline|32238
- Canonical first
- debra
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 |
|---|---|---|---|---|
| TPA-62368 | 1.00 | Scored | — | Auto-linked |
| ENR-136718 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026570
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Franklin, 1981-09-06, 3 records, Verified
Evidence
Matched against TPA-62368
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd5a1c8856f2026-10-22 12:43:54, scoring_agentidentity id MBR-026570, confidence 1, method probabilistic, matched record TPA-62368, policy version 1
- Record linked automatically916a05f8562026-10-19 19:54:38, scoring_agentidentity id MBR-026570, confidence 1, method probabilistic, matched record TPA-62368, policy version 1
- Record linked automatically2f5d6929cb2026-10-19 19:52:09, scoring_agentidentity id MBR-026570, confidence 1, method probabilistic, matched record TPA-62368, policy version 1
- Record linked automatically9fb60e0c402026-10-19 19:45:42, scoring_agentidentity id MBR-026570, confidence 1, method probabilistic, matched record TPA-62368, policy version 1
- Record linked automatically0bc183339b2026-10-19 19:32:31, scoring_agentidentity id MBR-026570, confidence 1, method probabilistic, matched record TPA-62368, policy version 1
- Record linked automatically4a55b5b1a22026-10-19 19:31:28, matching_agentidentity id MBR-033611, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137040