Record, CLM, bronze and silver
CLM-402371
Received 2026-06-10T02:38:03Z, line 22,413 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 | Ray, Debra | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ray | Changed |
| Date of birth | 11/28/1981 | 1981-11-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | ·2737 Meadow Lane | 2737 Meadow Ln | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33123 | 33123 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.66
- Name key
- debra|ray
- Address key
- 2737|meadow|33123
- Canonical first
- debra
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| ENR-103041 | 1.00 | Scored | — | Auto-linked |
| TPA-51002 | 1.00 | Scored | — | Auto-linked |
| ENR-103040 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011675
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Ray, 1981-11-28, 4 records, Verified
Evidence
Matched against ENR-103041
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically32b31868dd2026-10-22 12:43:54, scoring_agentidentity id MBR-011675, confidence 1, method probabilistic, matched record ENR-103041, policy version 1
- Record linked automaticallya8a54770562026-10-19 19:54:38, scoring_agentidentity id MBR-011675, confidence 1, method probabilistic, matched record ENR-103041, policy version 1
- Record linked automatically0824fc2bdc2026-10-19 19:52:09, scoring_agentidentity id MBR-011675, confidence 1, method probabilistic, matched record ENR-103041, policy version 1
- Record linked automaticallyaaa54804682026-10-19 19:45:42, scoring_agentidentity id MBR-011675, confidence 1, method probabilistic, matched record ENR-103041, policy version 1
- Record linked automatically47bd37aa182026-10-19 19:32:31, scoring_agentidentity id MBR-011675, confidence 1, method probabilistic, matched record ENR-103041, policy version 1
- Record linked automaticallyf0b7ce48db2026-10-19 19:31:28, matching_agentidentity id MBR-039902, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103126