Record, CLM, bronze and silver
CLM-431780
Received 2026-08-13T06:48:37Z, line 50,312 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Ashley | Ashley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | ·01-04-1989 | 1989-04-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-7574 | •••-••-7574 | Unchanged |
| Phone | 258-742-7328·· | 2587427328 | Parsed |
| NULL | — | Cleared | |
| Address | 2149 Desert Sky Blvd | 2149 Desert Sky Blvd | Unchanged |
| City | Tucson·· | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85766 | 85766 | Unchanged |
| Group | GRP-6312 | GRP-6312 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.92
- Name key
- ashley|singh
- Address key
- 2149|desert sky|85766
- Canonical first
- ashley
Quality flags
4 raised during normalisation
- 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
- 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-141684 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141685 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-141686 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019957
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Ashley Singh, 1989-04-01, 4 records, Verified
Evidence
Matched against ENR-141686
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 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 automatically458796aa1e2026-10-22 12:43:54, matching_agentidentity id MBR-019957, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141686
- Record linked automaticallye9e6164f582026-10-19 19:54:38, matching_agentidentity id MBR-019957, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141686
- Record linked automatically1672c783f62026-10-19 19:52:09, matching_agentidentity id MBR-019957, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141686
- Record linked automatically2d8eb6b46b2026-10-19 19:45:42, matching_agentidentity id MBR-019957, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141686
- Record linked automatically1d99d74f8a2026-10-19 19:32:31, matching_agentidentity id MBR-019957, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141686
- Record linked automatically8ecd63352b2026-10-19 19:31:28, scoring_agentidentity id MBR-020244, confidence 1, method probabilistic, matched record PRV-29261, policy version 1