Record, CLM, bronze and silver
CLM-404701
Received 2026-04-12T08:27:49Z, line 33,197 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 | joeph | Joeph | Changed |
| Middle | — | — | Unchanged |
| Last name | obrien·· | Obrien | Changed |
| Date of birth | 1978-10-10 | 1978-10-10 | Unchanged |
| Gender | UNKNOWN | — | Cleared |
| Member ID | UHC-03406-45 | UHC-03406-45 | Unchanged |
| SSN | •••-••-4199 | •••-••-4199 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 464 Forest Avenue | 464 Forest Ave | Changed |
| City | JACKSONVILLE·· | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32266 | 32266 | Unchanged |
| Group | GRP-2985 | GRP-2985 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- joeph|obrien
- Address key
- 464|forest|32266
- Canonical first
- joeph
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
- City re-casedCity re-cased to Title Case
- 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-404702 | 0.99 | Scored | — | Auto-linked |
| ENR-106195 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-106194 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404700 | 0.98 | Scored | — | Auto-linked |
| CLM-404703 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023190
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Joseph Obrien, 1978-10-10, 6 records, Verified
Evidence
Matched against CLM-404702
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallye78cc351392026-10-19 19:54:38, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automaticallya831556c352026-10-19 19:52:09, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automatically490b8ce6d52026-10-19 19:45:42, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automaticallya3fc866ef62026-10-19 19:32:31, scoring_agentidentity id MBR-023190, confidence 0.993, method probabilistic, matched record CLM-404702, policy version 1
- Record linked automaticallyb1489db5bf2026-10-19 19:31:28, scoring_agentidentity id MBR-013205, confidence 1, method probabilistic, matched record TPA-52086, policy version 1