Record, CLM, bronze and silver
CLM-426468
Received 2026-02-03T11:41:29Z, line 69,817 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 | ·BOBBY | Bobby | Changed |
| Middle | N | N | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | 1941-05-26 | 1941-05-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-81117-27 | UHC-81117-27 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 717 Valley View Drive | 717 Valley View Dr | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32287 | 32287 | Unchanged |
| Group | GRP-4668 | GRP-4668 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- robert|dean
- Address key
- 717|valley view|32287
- Canonical first
- robert
Quality flags
5 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
- 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-426470 | 1.00 | Scored | — | Auto-linked |
| CLM-426469 | 1.00 | Scored | — | Auto-linked |
| PRV-27807 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-134715 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010053
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Dean, 1941-05-26, 5 records, Verified
Evidence
Matched against CLM-426470
| 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 automatically6110c8f5782026-10-19 19:54:38, scoring_agentidentity id MBR-010053, confidence 1, method probabilistic, matched record CLM-426470, policy version 1
- Record linked automatically15727d16eb2026-10-19 19:52:09, scoring_agentidentity id MBR-010053, confidence 1, method probabilistic, matched record CLM-426470, policy version 1
- Record linked automatically28bdedd38e2026-10-19 19:45:42, scoring_agentidentity id MBR-010053, confidence 1, method probabilistic, matched record CLM-426470, policy version 1
- Record linked automatically3200e9d65c2026-10-19 19:32:31, scoring_agentidentity id MBR-010053, confidence 1, method probabilistic, matched record CLM-426470, policy version 1
- Record linked automatically3cad162e5b2026-10-19 19:31:28, matching_agentidentity id MBR-019795, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27789