Record, CLM, bronze and silver
CLM-424825
Received 2026-02-05T20:10:31Z, line 7,005 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 | DENNIS | Dennis | Changed |
| Middle | ·· | — | Unchanged |
| Last name | THOMPSON | Thompson | Changed |
| Date of birth | 1955-10-11 | 1955-10-11 | Unchanged |
| Gender | ·Female | F | Parsed |
| Member ID | UNKNOWN·· | — | Cleared |
| SSN | •••-••-7935 | •••-••-7935 | Unchanged |
| Phone | (468) 758-6380 | 4687586380 | Parsed |
| — | — | Unchanged | |
| Address | 8585 GRAND AVENUE | 8585 Grand Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80212 | 80212 | Unchanged |
| Group | GRP-6742 | GRP-6742 | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.60
- Name key
- dennis|thompson
- Address key
- 8585|grand|80212
- Canonical first
- dennis
Quality flags
8 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
- Plan code upper-casedPlan code upper-cased
- 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-424824 | 0.86 | Scored | — | Auto-linked |
| CLM-424826 | 0.63 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010716
- Method
- Scored
- Confidence
- 0.86
- Rule
- weighted score, no rule
Golden record: Dennis Thompson, 1956-10-11, 2 records, Verified
Evidence
Matched against CLM-424824
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf1523d3ee82026-10-19 19:54:38, scoring_agentidentity id MBR-010716, confidence 0.857, method probabilistic, matched record CLM-424824, policy version 1
- Record linked automatically2594f6fa032026-10-19 19:52:09, scoring_agentidentity id MBR-010716, confidence 0.857, method probabilistic, matched record CLM-424824, policy version 1
- Record linked automaticallye2a65a0c432026-10-19 19:45:42, scoring_agentidentity id MBR-010716, confidence 0.857, method probabilistic, matched record CLM-424824, policy version 1
- Record linked automatically5ccc7c84022026-10-19 19:32:31, scoring_agentidentity id MBR-010716, confidence 0.857, method probabilistic, matched record CLM-424824, policy version 1
- Record linked automatically7511a590072026-10-19 19:31:28, matching_agentidentity id MBR-014880, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424824