Record, CLM, bronze and silver
CLM-412161
Received 2026-05-05T19:08:42Z, line 52,861 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 | Harper, Deborah | Deborah | Changed |
| Middle | N | N | Unchanged |
| Last name | — | Harper | Changed |
| Date of birth | 19730928 | 1973-09-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| null | — | Cleared | |
| Address | 4799 River Road | 4799 River Rd | Changed |
| City | ·CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28291 | 28291 | Unchanged |
| Group | GRP-2891 | GRP-2891 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- deborah|harper
- Address key
- 4799|river|28291
- Canonical first
- deborah
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
- 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 |
|---|---|---|---|---|
| ENR-116019 | 1.00 | Scored | — | Auto-linked |
| CLM-412162 | 1.00 | Scored | — | Auto-linked |
| ENR-116018 | 1.00 | Scored | — | Auto-linked |
| CLM-412163 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015621
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Harper, 1973-09-28, 5 records, Verified
Evidence
Matched against CLM-412162
| 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 automaticallycafbc9f0822026-10-22 12:43:54, scoring_agentidentity id MBR-015621, confidence 1, method probabilistic, matched record CLM-412162, policy version 1
- Record linked automatically20c37b2a4d2026-10-19 19:54:38, scoring_agentidentity id MBR-015621, confidence 1, method probabilistic, matched record CLM-412162, policy version 1
- Record linked automatically0be0c681532026-10-19 19:52:09, scoring_agentidentity id MBR-015621, confidence 1, method probabilistic, matched record CLM-412162, policy version 1
- Record linked automatically180073c2812026-10-19 19:45:42, scoring_agentidentity id MBR-015621, confidence 1, method probabilistic, matched record CLM-412162, policy version 1
- Record linked automatically7a4626f99a2026-10-19 19:32:31, scoring_agentidentity id MBR-015621, confidence 1, method probabilistic, matched record CLM-412162, policy version 1
- Record linked automatically8b2d5e1dd22026-10-19 19:31:28, scoring_agentidentity id MBR-032986, confidence 1, method probabilistic, matched record ENR-116079, policy version 1