Record, CLM, bronze and silver
CLM-401016
Received 2026-08-22T04:26:14Z, line 26,444 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 | JANET | Janet | Changed |
| Middle | ···· | — | Unchanged |
| Last name | GIBSON | Gibson | Changed |
| Date of birth | 1966-08-04 | 1966-08-04 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·NULL | — | Cleared |
| - | — | Cleared | |
| Address | 8053 Mesa Drive | 8053 Mesa Dr | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32262 | 32262 | Unchanged |
| Group | GRP-2761 | GRP-2761 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- janet|gibson
- Address key
- 8053|mesa|32262
- Canonical first
- janet
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-101327 | 1.00 | Scored | — | Auto-linked |
| TPA-50464 | 0.93 | Scored | — | Auto-linked |
| CLM-432625 | 0.67 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042183
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Janet Gibson, 1966-08-04, 3 records, Verified
Evidence
Matched against ENR-101327
| 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 automaticallydbdeab59b02026-10-19 19:54:39, scoring_agentidentity id MBR-042183, confidence 1, method probabilistic, matched record ENR-101327, policy version 1
- Record linked automaticallya3427630372026-10-19 19:52:09, scoring_agentidentity id MBR-042183, confidence 1, method probabilistic, matched record ENR-101327, policy version 1
- Record linked automatically4a9b1806e62026-10-19 19:45:42, scoring_agentidentity id MBR-042183, confidence 1, method probabilistic, matched record ENR-101327, policy version 1
- Record linked automatically299455468e2026-10-19 19:32:31, scoring_agentidentity id MBR-042183, confidence 1, method probabilistic, matched record ENR-101327, policy version 1
- Record linked automatically426329d9232026-10-19 19:31:28, matching_agentidentity id MBR-027643, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101401