Record, CLM, bronze and silver
CLM-400083
Received 2026-09-20T23:17:53Z, line 13,069 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 | FATIMA | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | ·LYNCH | Lynch | Changed |
| Date of birth | 2001-08-22 | 2001-08-22 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | UHC7882959 | UHC-78829-59 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 351-868-2231 | 3518682231 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7675 HARBOR BLVD | 7675 Harbor Blvd | Changed |
| City | ·Columbus | Columbus | Changed |
| State | oh | OH | Changed |
| ZIP | 43200 | 43200 | Unchanged |
| Group | GRP-7257 | GRP-7257 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.72
- Name key
- fatima|lynch
- Address key
- 7675|harbor|43200
- Canonical first
- fatima
Quality flags
8 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
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-50028 | 0.99 | Scored | — | Auto-linked |
| CLM-400082 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-100110 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20027 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025801
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Fatima Lynch, 2001-08-22, 5 records, Verified
Evidence
Matched against TPA-50028
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically4a57a9e47b2026-10-19 19:54:38, scoring_agentidentity id MBR-025801, confidence 0.991, method probabilistic, matched record TPA-50028, policy version 1
- Record linked automatically75efe4b74d2026-10-19 19:52:09, scoring_agentidentity id MBR-025801, confidence 0.991, method probabilistic, matched record TPA-50028, policy version 1
- Record linked automatically8de9c83a2b2026-10-19 19:45:42, scoring_agentidentity id MBR-025801, confidence 0.991, method probabilistic, matched record TPA-50028, policy version 1
- Record linked automaticallyf730a3ac482026-10-19 19:32:31, scoring_agentidentity id MBR-025801, confidence 0.991, method probabilistic, matched record TPA-50028, policy version 1
- Record linked automatically9daeedbca82026-10-19 19:31:28, matching_agentidentity id MBR-040141, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-100129