Record, CLM, bronze and silver
CLM-402140
Received 2026-04-20T06:46:58Z, line 36,483 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 | BRUCE | Bruce | Changed |
| Middle | — | — | Unchanged |
| Last name | JOHSNTON | Johsnton | Changed |
| Date of birth | 1975-08-10 | 1975-08-10 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 245-283-1145 | 2452831145 | Parsed |
| — | — | Unchanged | |
| Address | 3273 Harbor Boulevard | 3273 Harbor Blvd | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75275 | 75275 | Unchanged |
| Group | GRP-7041 | GRP-7041 | Unchanged |
| Plan | ·UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- bruce|johsnton
- Address key
- 3273|harbor|75275
- Canonical first
- bruce
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-402139 | 0.87 | Scored | — | Auto-linked |
| PRV-20625 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008126
- Method
- Scored
- Confidence
- 0.87
- Rule
- weighted score, no rule
Golden record: Bruce Johnston, 1957-08-10, 6 records, Verified
Evidence
Matched against CLM-402139
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya26928d4042026-10-19 19:54:38, scoring_agentidentity id MBR-008126, confidence 0.868, method probabilistic, matched record CLM-402139, policy version 1
- Record linked automaticallya09fdc5e5f2026-10-19 19:52:09, scoring_agentidentity id MBR-008126, confidence 0.868, method probabilistic, matched record CLM-402139, policy version 1
- Record linked automatically56a7ec5b3d2026-10-19 19:45:42, scoring_agentidentity id MBR-008126, confidence 0.868, method probabilistic, matched record CLM-402139, policy version 1
- Record linked automatically8e3e6170512026-10-19 19:32:31, scoring_agentidentity id MBR-008126, confidence 0.868, method probabilistic, matched record CLM-402139, policy version 1
- Record linked automatically2a7040a6c32026-10-19 19:31:28, matching_agentidentity id MBR-003190, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402138