Record, CLM, bronze and silver
CLM-417023
Received 2026-07-22T23:34:20Z, line 5,371 of the CLM feed
CLMSingle record
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Singh, Jeremy | Jeremy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Singh | Changed |
| Date of birth | Jan 20, 1972 | 1972-01-20 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-23990-52 | UHC-23990-52 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ···· | — | Unchanged |
| -·· | — | Cleared | |
| Address | 5535 Bayshore Drive | 5535 Bayshore Dr | Changed |
| City | ·Atlanta | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30387-3777 | 30387 | Changed |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.36
- Name key
- jeremy|singh
- Address key
- 5535|bayshore|30387
- Canonical first
- jeremy
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-417024 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039316
- Method
- Single record
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jeremy Singh, 1972-01-20, 1 record, Provisional
Evidence
No field-level evidence recorded.
Steward case
- CASE-0005110.83Open
Audit
1 hash-chained entry for this record
- Record linked automaticallyd2f584921a2026-10-19 19:31:28, matching_agentidentity id MBR-016121, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-122242