Record, CLM, bronze and silver
CLM-423118
Received 2026-01-24T22:42:00Z, line 25,358 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 | barbara | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | reed | Reed | Changed |
| Date of birth | 07-01-1968 | 1968-01-07 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (466) 231-9638 | 4662319638 | Parsed |
| NULL·· | — | Cleared | |
| Address | 3533 RIDGE ROAD | 3533 Ridge Rd | Changed |
| City | Miami·· | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- barbara|reed
- Address key
- 3533|ridge|miami
- Canonical first
- barbara
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
- 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
- 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-130256 | 0.94 | Scored | — | Auto-linked |
| TPA-58034 | 0.62 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007366
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Barbara Reed, 1968-01-07, 3 records, Verified
Evidence
Matched against ENR-130256
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically71bfe1bd4e2026-10-22 12:43:53, scoring_agentidentity id MBR-007366, confidence 0.937, method probabilistic, matched record ENR-130256, policy version 1
- Record linked automatically0c7dc55c142026-10-19 19:54:38, scoring_agentidentity id MBR-007366, confidence 0.937, method probabilistic, matched record ENR-130256, policy version 1
- Record linked automatically61e4c0cd182026-10-19 19:52:09, scoring_agentidentity id MBR-007366, confidence 0.937, method probabilistic, matched record ENR-130256, policy version 1
- Record linked automatically7987e258d82026-10-19 19:45:42, scoring_agentidentity id MBR-007366, confidence 0.937, method probabilistic, matched record ENR-130256, policy version 1
- Record linked automatically4988ce7f012026-10-19 19:32:31, scoring_agentidentity id MBR-007366, confidence 0.937, method probabilistic, matched record ENR-130256, policy version 1
- Record linked automaticallyc899204c6e2026-10-19 19:31:28, matching_agentidentity id MBR-009990, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423117