Record, CLM, bronze and silver
CLM-429278
Received 2026-10-17T17:10:39Z, line 41,790 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 | john | John | Changed |
| Middle | — | — | Unchanged |
| Last name | bell·· | Bell | Changed |
| Date of birth | 19790703 | 1979-07-03 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 6068312 | — | Cleared |
| — | — | Unchanged | |
| Address | 4113 MARKET ST | 4113 Market St | Changed |
| City | Tucson·· | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85785 | 85785 | Unchanged |
| Group | GRP-8161 | GRP-8161 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- john|bell
- Address key
- 4113|market|85785
- Canonical first
- john
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 missing area codePhone had only seven digits (no area code); cleared
- 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
- 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 |
|---|---|---|---|---|
| PRV-28591 | 1.00 | Scored | — | Auto-linked |
| CLM-429279 | 1.00 | Scored | — | Auto-linked |
| CLM-429277 | 1.00 | Scored | — | Auto-linked |
| ENR-138417 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012845
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Bell, 1979-07-03, 5 records, Verified
Evidence
Matched against PRV-28591
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically66d858dd0f2026-10-19 19:54:38, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automatically6018c2a77e2026-10-19 19:52:09, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automatically2f3124d41a2026-10-19 19:45:42, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automatically205bfc762e2026-10-19 19:32:31, scoring_agentidentity id MBR-012845, confidence 1, method probabilistic, matched record PRV-28591, policy version 1
- Record linked automatically8cdabc5ba22026-10-19 19:31:28, matching_agentidentity id MBR-038680, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138682