Record, CLM, bronze and silver
CLM-409987
Received 2026-09-04T02:32:32Z, line 7,461 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 | Nicole | Nicole | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hayes | Hayes | Unchanged |
| Date of birth | 1939-04-16 | 1939-04-16 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-32516-68 | UHC-32516-68 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | +1 717 872 0107 | 7178720107 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 695 Apache Boulevard | 695 Apache Blvd | Changed |
| City | Plano | Plano | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- nicole|hayes
- Address key
- 695|apache|plano
- Canonical first
- nicole
Quality flags
7 raised during normalisation
- 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 |
|---|---|---|---|---|
| TPA-54368 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54369 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409986 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038832
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Hayes, 1939-04-16, 4 records, Verified
Evidence
Matched against TPA-54369
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically7bde504d3f2026-10-19 19:54:39, matching_agentidentity id MBR-038832, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54369
- Record linked automatically8899ae9d992026-10-19 19:52:09, matching_agentidentity id MBR-038832, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54369
- Record linked automatically94b24fb2e72026-10-19 19:45:42, matching_agentidentity id MBR-038832, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54369
- Record linked automaticallyf4a38b71c32026-10-19 19:32:31, matching_agentidentity id MBR-038832, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54369
- Record linked automatically7d75a696572026-10-19 19:31:28, scoring_agentidentity id MBR-009441, confidence 1, method probabilistic, matched record TPA-54466, policy version 1