Record, CLM, bronze and silver
CLM-431340
Received 2026-04-01T18:16:31Z, line 86,411 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 | ·Rachel | Rachel | Changed |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 06-07-1970 | 1970-07-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-39062-02 | UHC-39062-02 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 619-439-6351 | 6194396351 | Parsed |
| NULL | — | Cleared | |
| Address | 4830 Sunset Boulevard | 4830 Sunset Blvd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85725 | 85725 | Unchanged |
| Group | GRP-6514 | GRP-6514 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- rachel|nichols
- Address key
- 4830|sunset|85725
- Canonical first
- rachel
Quality flags
6 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
- 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-63836 | 1.00 | Scored | — | Auto-linked |
| ENR-141148 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63837 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023444
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Rachel Nichols, 1970-07-06, 3 records, Verified
Evidence
Matched against TPA-63836
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya80640b1582026-10-22 12:43:54, scoring_agentidentity id MBR-023444, confidence 1, method probabilistic, matched record TPA-63836, policy version 1
- Record linked automaticallyeffd93b4ee2026-10-19 19:54:38, scoring_agentidentity id MBR-023444, confidence 1, method probabilistic, matched record TPA-63836, policy version 1
- Record linked automaticallya02ccc6fbf2026-10-19 19:52:09, scoring_agentidentity id MBR-023444, confidence 1, method probabilistic, matched record TPA-63836, policy version 1
- Record linked automatically40145a9c2d2026-10-19 19:45:42, scoring_agentidentity id MBR-023444, confidence 1, method probabilistic, matched record TPA-63836, policy version 1
- Record linked automaticallyd68de15e1a2026-10-19 19:32:31, scoring_agentidentity id MBR-023444, confidence 1, method probabilistic, matched record TPA-63836, policy version 1
- Record linked automatically1ea25137fc2026-10-19 19:31:28, matching_agentidentity id MBR-002137, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141363