Record, CLM, bronze and silver
CLM-401048
Received 2026-02-08T02:54:12Z, line 94,423 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 | Christina | Christina | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 1972-07-12·· | 1972-07-12 | Parsed |
| Gender | Female·· | F | Parsed |
| Member ID | UHC-36281-66 | UHC-36281-66 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 1049 Harbor Blvd | 1049 Harbor Blvd | Unchanged |
| City | Tempe·· | Tempe | Changed |
| State | Arizona | AZ | Changed |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.54
- Name key
- christina|singh
- Address key
- 1049|harbor|tempe
- Canonical first
- christina
Quality flags
5 raised during normalisation
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-101364 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401049 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401047 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011333
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Christina Singh, 1972-07-12, 4 records, Verified
Evidence
Matched against CLM-401049
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically3b4801d2a62026-10-22 12:43:54, matching_agentidentity id MBR-011333, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401049
- Record linked automaticallya33c41833f2026-10-19 19:54:38, matching_agentidentity id MBR-011333, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401049
- Record linked automatically5b4fca9f382026-10-19 19:52:09, matching_agentidentity id MBR-011333, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401049
- Record linked automatically9760a805462026-10-19 19:45:42, matching_agentidentity id MBR-011333, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401049
- Record linked automaticallya9b11307f92026-10-19 19:32:31, matching_agentidentity id MBR-011333, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401049
- Record linked automaticallyfc728a016a2026-10-19 19:31:28, scoring_agentidentity id MBR-000033, confidence 1, method probabilistic, matched record CLM-401047, policy version 1