Record, CLM, bronze and silver
CLM-427802
Received 2026-05-15T20:31:38Z, line 82,236 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 | Debra | Debra | Unchanged |
| Middle | Q. | Q | Changed |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 07/11/1993 | 1993-07-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-8800 | •••-••-8800 | Unchanged |
| Phone | 424-236-0970 | 4242360970 | Parsed |
| — | — | Unchanged | |
| Address | 1303 Maple Avenue | 1303 Maple Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85264 | 85264 | Unchanged |
| Group | - | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.78
- Name key
- debra|singh
- Address key
- 1303|maple|85264
- Canonical first
- debra
Quality flags
5 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
- 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
- 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 |
|---|---|---|---|---|
| CLM-427803 | 1.00 | Scored | — | Auto-linked |
| ENR-136450 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015692
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Singh, 1993-07-11, 3 records, Verified
Evidence
Matched against CLM-427803
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically1848563b9c2026-10-22 12:43:54, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427803, policy version 1
- Record linked automaticallybecd22cdb32026-10-19 19:54:38, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427803, policy version 1
- Record linked automatically4f8ade61b32026-10-19 19:52:09, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427803, policy version 1
- Record linked automatically246466ae3f2026-10-19 19:45:42, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427803, policy version 1
- Record linked automatically5a8eff3e372026-10-19 19:32:31, scoring_agentidentity id MBR-015692, confidence 1, method probabilistic, matched record CLM-427803, policy version 1
- Record linked automatically73ffc09e772026-10-19 19:31:28, matching_agentidentity id MBR-000847, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-136788