Record, CLM, bronze and silver
CLM-422767
Received 2026-05-26T11:47:20Z, line 38,728 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 | Joe | Joe | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 1938-06-20 | 1938-06-20 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-8343 | •••-••-8343 | Unchanged |
| Phone | - | — | Cleared |
| null | — | Cleared | |
| Address | 832 OAK STREET | 832 Oak St | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32288-4082·· | 32288 | Changed |
| Group | GRP-7700 | GRP-7700 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- joseph|obrien
- Address key
- 832|oak|32288
- Canonical first
- joseph
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-26730 | 1.00 | Scored | — | Auto-linked |
| ENR-129801 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-422768 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-422769 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59999 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006410
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Obrien, 1938-06-20, 5 records, Verified
Evidence
Matched against PRV-26730
| 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 automatically8643448c0e2026-10-19 19:54:38, scoring_agentidentity id MBR-006410, confidence 1, method probabilistic, matched record PRV-26730, policy version 1
- Record linked automaticallycedf0b28f22026-10-19 19:52:09, scoring_agentidentity id MBR-006410, confidence 1, method probabilistic, matched record PRV-26730, policy version 1
- Record linked automaticallyec43aa83f92026-10-19 19:45:42, scoring_agentidentity id MBR-006410, confidence 1, method probabilistic, matched record PRV-26730, policy version 1
- Record linked automaticallyddebeb2b162026-10-19 19:32:31, scoring_agentidentity id MBR-006410, confidence 1, method probabilistic, matched record PRV-26730, policy version 1
- Record linked automatically78907f2c9c2026-10-19 19:31:28, matching_agentidentity id MBR-016086, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129968