Record, CLM, bronze and silver
CLM-402423
Received 2026-03-24T12:20:19Z, line 47,086 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 | MARGARET | Margaret | Changed |
| Middle | D.·· | D | Changed |
| Last name | ·FRANKLIN | Franklin | Changed |
| Date of birth | 1941-10-02·· | 1941-10-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-75474-29 | UHC-75474-29 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (800) 724-5347 | 8007245347 | Parsed |
| null | — | Cleared | |
| Address | 4443 Central Avenue | 4443 Central Ave | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85274-9151 | 85274 | Changed |
| Group | GRP-3508 | GRP-3508 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- margaret|franklin
- Address key
- 4443|central|85274
- Canonical first
- margaret
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-51027 | 1.00 | Scored | — | Auto-linked |
| TPA-51028 | 1.00 | Scored | — | Auto-linked |
| ENR-103119 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402425 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402424 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012163
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret Franklin, 1941-10-02, 6 records, Verified
Evidence
Matched against TPA-51028
| 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 automaticallydda7f4c64f2026-10-19 19:54:38, scoring_agentidentity id MBR-012163, confidence 1, method probabilistic, matched record TPA-51028, policy version 1
- Record linked automatically33f4b7486c2026-10-19 19:52:09, scoring_agentidentity id MBR-012163, confidence 1, method probabilistic, matched record TPA-51028, policy version 1
- Record linked automatically3db6771f182026-10-19 19:45:42, scoring_agentidentity id MBR-012163, confidence 1, method probabilistic, matched record TPA-51028, policy version 1
- Record linked automatically7e1b3d517f2026-10-19 19:32:31, scoring_agentidentity id MBR-012163, confidence 1, method probabilistic, matched record TPA-51028, policy version 1
- Record linked automatically2ee1739a782026-10-19 19:31:28, matching_agentidentity id MBR-024031, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20748