Record, CLM, bronze and silver
CLM-413398
Received 2026-09-25T17:35:34Z, line 76,768 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 | Samuel | Samuel | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | ·10/8/2000 | 2000-10-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-78534-34 | UHC-78534-34 | Unchanged |
| SSN | •••-••-1407 | •••-••-1407 | Unchanged |
| Phone | 6003705917 | 6003705917 | Unchanged |
| — | — | Unchanged | |
| Address | 8778 Oak Street | 8778 Oak St | Changed |
| City | Tampa·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33693 | 33693 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.62
- Name key
- samuel|obrien
- Address key
- 8778|oak|33693
- Canonical first
- samuel
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-55894 | 1.00 | Scored | — | Auto-linked |
| TPA-55892 | 1.00 | Scored | — | Auto-linked |
| TPA-55893 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-117578 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010329
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Samuel Obrien, 2000-10-08, 5 records, Verified
Evidence
Matched against TPA-55894
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf8403b727d2026-10-19 19:54:38, scoring_agentidentity id MBR-010329, confidence 1, method probabilistic, matched record TPA-55894, policy version 1
- Record linked automatically63408cf3082026-10-19 19:52:09, scoring_agentidentity id MBR-010329, confidence 1, method probabilistic, matched record TPA-55894, policy version 1
- Record linked automaticallyf19c09c5a02026-10-19 19:45:42, scoring_agentidentity id MBR-010329, confidence 1, method probabilistic, matched record TPA-55894, policy version 1
- Record linked automatically61c2cfab0b2026-10-19 19:32:31, scoring_agentidentity id MBR-010329, confidence 1, method probabilistic, matched record TPA-55894, policy version 1
- Record linked automaticallya8078367262026-10-19 19:31:28, scoring_agentidentity id MBR-000654, confidence 0.887, method probabilistic, matched record ENR-117666, policy version 1