Record, CLM, bronze and silver
CLM-411037
Received 2026-09-09T20:37:13Z , line 92,690 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Heather | Heather | Unchanged |
| Middle | H. | H | Changed |
| Last name | Lynch | Lynch | Unchanged |
| Date of birth | May 2, 1996 | 1996-05-02 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-37423-63 | UHC-37423-63 | Unchanged |
| SSN | •••-••-4107 | •••-••-4107 | Unchanged |
| Phone | (629) 374-5670 | 6293745670 | Parsed |
| - | — | Cleared | |
| Address | 695 HIGHLAND AVE | 695 Highland Ave | Changed |
| City | Plano | Plano | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | null | — | Cleared |
| Group | GRP-9445 | GRP-9445 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.48
- Name key
- heather|lynch
- Address key
- 695|highland|plano
- Canonical first
- heather
Quality flags
8 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 missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-114483 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411038 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031588
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Heather Lynch, 1996-05-02, 3 records, Verified
Evidence
Matched against CLM-411038
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyed02f185e42026-10-19 19:54:38, matching_agentidentity id MBR-031588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411038
- Record linked automaticallya9a42474022026-10-19 19:52:09, matching_agentidentity id MBR-031588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411038
- Record linked automatically72163fdb4c2026-10-19 19:45:42, matching_agentidentity id MBR-031588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411038
- Record linked automaticallyb0e50157472026-10-19 19:32:31, matching_agentidentity id MBR-031588, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411038
- Record linked automaticallyd38b3f77942026-10-19 19:31:28, scoring_agentidentity id MBR-028124, confidence 1, method probabilistic, matched record CLM-411036, policy version 1