Record, CLM, bronze and silver
CLM-413596
Received 2026-08-01T12:00:31Z, line 27,440 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 | amanda | Amanda | Changed |
| Middle | Y | Y | Unchanged |
| Last name | mccoy | McCoy | Changed |
| Date of birth | 01/12/1969 | 1969-01-12 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-80480-01 | UHC-80480-01 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 867-893-9961 | 8678939961 | Parsed |
| N/A | — | Cleared | |
| Address | 428 Mesa Drive #176 | 428 Mesa Dr # 176 | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77016 | 77016 | Unchanged |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.48
- Name key
- amanda|mccoy
- Address key
- 428|mesa|77016
- Canonical first
- amanda
Quality flags
8 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-117796 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028692
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Amandda McCoy, 1969-01-12, 2 records, Verified
Evidence
Matched against ENR-117796
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4238be00962026-10-19 19:54:38, matching_agentidentity id MBR-028692, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117796
- Record linked automatically7286d3090f2026-10-19 19:52:09, matching_agentidentity id MBR-028692, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117796
- Record linked automatically71b587838d2026-10-19 19:45:42, matching_agentidentity id MBR-028692, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117796
- Record linked automatically3c0d2c8fec2026-10-19 19:32:31, matching_agentidentity id MBR-028692, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117796
- Record linked automatically573a137bad2026-10-19 19:31:28, scoring_agentidentity id MBR-003037, confidence 0.992, method probabilistic, matched record ENR-117899, policy version 1