Record, CLM, bronze and silver
CLM-421355
Received 2026-06-20T21:42:56Z, line 81,905 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 | Jacqueline | Jacqueline | Unchanged |
| Middle | R | R | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 16-10-1983 | 1983-10-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-41910-36 | UHC-41910-36 | Unchanged |
| SSN | ·- | — | Cleared |
| Phone | 7268393172 | 7268393172 | Unchanged |
| — | — | Unchanged | |
| Address | 8898 Forest Ave | 8898 Forest Ave | Unchanged |
| City | Denver·· | Denver | Changed |
| State | ·CO | CO | Changed |
| ZIP | 80241·· | 80241 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- jacqueline|singh
- Address key
- 8898|forest|80241
- Canonical first
- jacqueline
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-127990 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421354 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035679
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jacqueline Singh, 1983-10-16, 3 records, Verified
Evidence
Matched against ENR-127990
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically588c27410a2026-10-22 12:43:55, matching_agentidentity id MBR-035679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127990
- Record linked automatically7a0fea74322026-10-19 19:54:39, matching_agentidentity id MBR-035679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127990
- Record linked automatically62887baee32026-10-19 19:52:09, matching_agentidentity id MBR-035679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127990
- Record linked automatically140953a6382026-10-19 19:45:42, matching_agentidentity id MBR-035679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127990
- Record linked automatically9455b5d3922026-10-19 19:32:31, matching_agentidentity id MBR-035679, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127990
- Record linked automatically8006ae3c082026-10-19 19:31:28, scoring_agentidentity id MBR-012250, confidence 1, method probabilistic, matched record TPA-59325, policy version 1