Record, CLM, bronze and silver
CLM-421741
Received 2026-01-15T09:55:58Z, line 86,787 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 | NATALIE | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | WARD | Ward | Changed |
| Date of birth | 1959-04-17 | 1959-04-17 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | N/A·· | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 594-928-9595 | 5949289595 | Parsed |
| — | — | Unchanged | |
| Address | 2490 Apache Boulevard | 2490 Apache Blvd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85264 | 85264 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.48
- Name key
- natalie|ward
- Address key
- 2490|apache|85264
- Canonical first
- natalie
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-26411 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000944
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Ntaalie Ward, 1959-04-17, 2 records, Verified
Evidence
Matched against PRV-26411
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaadc0348372026-10-19 19:54:38, scoring_agentidentity id MBR-000944, confidence 0.995, method probabilistic, matched record PRV-26411, policy version 1
- Record linked automaticallyc692ea82a12026-10-19 19:52:08, scoring_agentidentity id MBR-000944, confidence 0.995, method probabilistic, matched record PRV-26411, policy version 1
- Record linked automatically09de2f7c442026-10-19 19:45:41, scoring_agentidentity id MBR-000944, confidence 0.995, method probabilistic, matched record PRV-26411, policy version 1
- Record linked automatically7fcaf6b4212026-10-19 19:32:31, scoring_agentidentity id MBR-000944, confidence 0.995, method probabilistic, matched record PRV-26411, policy version 1
- Record linked automatically11760fd3ad2026-10-19 19:31:28, matching_agentidentity id MBR-016673, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128567