Record, CLM, bronze and silver
CLM-407244
Received 2026-06-26T16:01:34Z , line 29,425 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 | ·debbie | Debbie | Changed |
| Middle | — | — | Unchanged |
| Last name | jackson | Jackson | Changed |
| Date of birth | 07/21/1951 | 1951-07-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | (651) 717-0507 | 6517170507 | Parsed |
| N/A | — | Cleared | |
| Address | ·8786 Jefferson Ave #194 | 8786 Jefferson Ave # 194 | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89108 | 89108 | Unchanged |
| Group | GRP-3432 | GRP-3432 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- deborah|jackson
- Address key
- 8786|jefferson|89108
- Canonical first
- deborah
Quality flags
6 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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 |
|---|---|---|---|---|
| PRV-22142 | 0.94 | Scored | — | Auto-linked |
| ENR-109463 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015899
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Deborah Jackson, 1951-07-21, 3 records, Verified
Evidence
Matched against PRV-22142
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically1c31b25c1d2026-10-19 19:54:38, scoring_agentidentity id MBR-015899, confidence 0.937, method probabilistic, matched record PRV-22142, policy version 1
- Record linked automatically64f662ea412026-10-19 19:52:09, scoring_agentidentity id MBR-015899, confidence 0.937, method probabilistic, matched record PRV-22142, policy version 1
- Record linked automatically8088aca23a2026-10-19 19:45:42, scoring_agentidentity id MBR-015899, confidence 0.937, method probabilistic, matched record PRV-22142, policy version 1
- Record linked automatically8176e324be2026-10-19 19:32:31, scoring_agentidentity id MBR-015899, confidence 0.937, method probabilistic, matched record PRV-22142, policy version 1
- Record linked automaticallya959f0430b2026-10-19 19:31:28, matching_agentidentity id MBR-008842, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407243