Record, CLM, bronze and silver
CLM-401328
Received 2026-10-04T18:56:35Z, line 87,520 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 | keith | Keith | Changed |
| Middle | C | C | Unchanged |
| Last name | brooks | Brooks | Changed |
| Date of birth | 19860326 | 1986-03-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC6334137 | UHC-63341-37 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 873-518-7339 | 8735187339 | Parsed |
| — | — | Unchanged | |
| Address | 5724 PINE DRIVE | 5724 Pine Dr | Changed |
| City | DENVER | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | 80299 | 80299 | Unchanged |
| Group | GRP-6892 | GRP-6892 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.72
- Name key
- keith|brooks
- Address key
- 5724|pine|80299
- Canonical first
- keith
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-50571 | 1.00 | Scored | — | Auto-linked |
| ENR-101706 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401326 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401327 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016921
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Keith Brooks, 1986-03-26, 5 records, Verified
Evidence
Matched against TPA-50571
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically92e61bed762026-10-19 19:54:38, scoring_agentidentity id MBR-016921, confidence 1, method probabilistic, matched record TPA-50571, policy version 1
- Record linked automatically4f4f626c512026-10-19 19:52:09, scoring_agentidentity id MBR-016921, confidence 1, method probabilistic, matched record TPA-50571, policy version 1
- Record linked automatically7c00cf2a242026-10-19 19:45:42, scoring_agentidentity id MBR-016921, confidence 1, method probabilistic, matched record TPA-50571, policy version 1
- Record linked automaticallye55147b1dc2026-10-19 19:32:31, scoring_agentidentity id MBR-016921, confidence 1, method probabilistic, matched record TPA-50571, policy version 1
- Record linked automaticallyc27594e49b2026-10-19 19:31:28, matching_agentidentity id MBR-026622, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401327