Record, CLM, bronze and silver
CLM-425972
Received 2026-05-07T16:57:55Z, line 17,912 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 | Johnston, Natalie | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnston | Changed |
| Date of birth | 1950-60-26 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6468 | •••-••-6468 | Parsed |
| Phone | (514) 422-3794 | 5144223794 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 8028 Camelback Rd | 8028 Camelback Rd | Unchanged |
| City | Denver | Denver | Unchanged |
| State | ·CO | CO | Changed |
| ZIP | 80281-3859·· | 80281 | Changed |
| Group | GRP-4181 | GRP-4181 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.52
- Name key
- natalie|johnston
- Address key
- 8028|camelback|80281
- Canonical first
- natalie
Quality flags
6 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 unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-133997 | 1.00 | Scored | — | Auto-linked |
| ENR-133998 | 1.00 | Scored | — | Auto-linked |
| CLM-425971 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015614
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Johnston, 1950-06-26, 4 records, Verified
Evidence
Matched against ENR-133997
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf24d45e1e12026-10-22 12:43:54, scoring_agentidentity id MBR-015614, confidence 1, method probabilistic, matched record ENR-133997, policy version 1
- Record linked automatically7fec9f31622026-10-19 19:54:38, scoring_agentidentity id MBR-015614, confidence 1, method probabilistic, matched record ENR-133997, policy version 1
- Record linked automaticallya5908a4e862026-10-19 19:52:09, scoring_agentidentity id MBR-015614, confidence 1, method probabilistic, matched record ENR-133997, policy version 1
- Record linked automatically197a8280a22026-10-19 19:45:42, scoring_agentidentity id MBR-015614, confidence 1, method probabilistic, matched record ENR-133997, policy version 1
- Record linked automatically91c80d81e42026-10-19 19:32:31, scoring_agentidentity id MBR-015614, confidence 1, method probabilistic, matched record ENR-133997, policy version 1
- Record linked automatically115a7b6f972026-10-19 19:31:28, matching_agentidentity id MBR-018818, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-425971