Record, CLM, bronze and silver
CLM-420207
Received 2026-07-10T11:16:06Z, line 39,725 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 | albert | Albert | Changed |
| Middle | T | T | Unchanged |
| Last name | sandoval | Sandoval | Changed |
| Date of birth | 10/21/1941 | 1941-10-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-70056-48 | UHC-70056-48 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (316) 771-0019 | 3167710019 | Parsed |
| - | — | Cleared | |
| Address | 9266 Forest Ave | 9266 Forest Ave | Unchanged |
| City | TAMPA | Tampa | Changed |
| State | FL·· | FL | Changed |
| ZIP | 33615 | 33615 | Unchanged |
| Group | GRP-4945 | GRP-4945 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.74
- Name key
- albert|sandoval
- Address key
- 9266|forest|33615
- Canonical first
- albert
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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-126578 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420206 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-420205 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003069
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Albert Sandoval, 1941-10-21, 4 records, Verified
Evidence
Matched against CLM-420206
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automaticallyafe27297402026-10-22 12:43:53, matching_agentidentity id MBR-003069, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420206
- Record linked automatically2c946addef2026-10-19 19:54:38, matching_agentidentity id MBR-003069, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420206
- Record linked automatically2c696a17fb2026-10-19 19:52:08, matching_agentidentity id MBR-003069, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420206
- Record linked automatically5d127f59072026-10-19 19:45:41, matching_agentidentity id MBR-003069, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420206
- Record linked automaticallyfc733c90042026-10-19 19:32:31, matching_agentidentity id MBR-003069, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420206
- Record linked automatically53772b16df2026-10-19 19:31:28, matching_agentidentity id MBR-025585, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126530