Record, CLM, bronze and silver
CLM-410468
Received 2026-02-08T13:20:54Z, line 65,636 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 | Daniels, Sean | Sean | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Daniels | Changed |
| Date of birth | 05/18/1986 | 1986-05-18 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6525 SUNSET BLVD | 6525 Sunset Blvd | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-1536 | GRP-1536 | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.50
- Name key
- sean|daniels
- Address key
- 6525|sunset|los angeles
- Canonical first
- sean
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- Plan code upper-casedPlan code upper-cased
- 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-54585 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011451
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Sean Daniels, 1986-05-18, 2 records, Verified
Evidence
Matched against TPA-54585
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically73050627de2026-10-19 19:54:38, scoring_agentidentity id MBR-011451, confidence 0.925, method probabilistic, matched record TPA-54585, policy version 1
- Record linked automaticallyefbabea3cb2026-10-19 19:52:09, scoring_agentidentity id MBR-011451, confidence 0.925, method probabilistic, matched record TPA-54585, policy version 1
- Record linked automatically1629a326f62026-10-19 19:45:42, scoring_agentidentity id MBR-011451, confidence 0.925, method probabilistic, matched record TPA-54585, policy version 1
- Record linked automaticallya4ce4bf6982026-10-19 19:32:31, scoring_agentidentity id MBR-011451, confidence 0.925, method probabilistic, matched record TPA-54585, policy version 1
- Record linked automatically63308cbeb42026-10-19 19:31:28, matching_agentidentity id MBR-029321, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-23116