Record, CLM, bronze and silver
CLM-423359
Received 2026-07-01T10:45:47Z, line 34,575 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 | BILLY | Billy | Changed |
| Middle | — | — | Unchanged |
| Last name | FISHER | Fisher | Changed |
| Date of birth | 08/20/1981 | 1981-08-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL·· | — | Cleared |
| SSN | •••-••-6154 | •••-••-6154 | Unchanged |
| Phone | (935) 435-1554 | 9354351554 | Parsed |
| — | — | Unchanged | |
| Address | 696 Union Street | 696 Union St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37259 | 37259 | Unchanged |
| Group | ·GRP-2072 | GRP-2072 | Changed |
| Plan | N/A | — | Cleared |
- Quality score
- 0.74
- Name key
- william|fisher
- Address key
- 696|union|37259
- Canonical first
- william
Quality flags
7 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
- 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 |
|---|---|---|---|---|
| CLM-423357 | 1.00 | Scored | — | Auto-linked |
| ENR-130537 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-423358 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013323
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Fisher, 1981-08-20, 4 records, Verified
Evidence
Matched against CLM-423357
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically2e3b55c54d2026-10-22 12:43:54, scoring_agentidentity id MBR-013323, confidence 1, method probabilistic, matched record CLM-423357, policy version 1
- Record linked automaticallyfa72609a2e2026-10-19 19:54:38, scoring_agentidentity id MBR-013323, confidence 1, method probabilistic, matched record CLM-423357, policy version 1
- Record linked automaticallycceab7a5212026-10-19 19:52:09, scoring_agentidentity id MBR-013323, confidence 1, method probabilistic, matched record CLM-423357, policy version 1
- Record linked automatically0b725f68532026-10-19 19:45:42, scoring_agentidentity id MBR-013323, confidence 1, method probabilistic, matched record CLM-423357, policy version 1
- Record linked automaticallybe71a9fbb22026-10-19 19:32:31, scoring_agentidentity id MBR-013323, confidence 1, method probabilistic, matched record CLM-423357, policy version 1
- Record linked automatically56bd90a3e82026-10-19 19:31:28, matching_agentidentity id MBR-015527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130766