Record, CLM, bronze and silver
CLM-417419
Received 2026-03-02T13:38:17Z, line 2,424 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 | BRANDUN | Brandun | Changed |
| Middle | ·· | — | Unchanged |
| Last name | SHAW | Shaw | Changed |
| Date of birth | Nov 7, 1960 | 1960-11-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | ···· | — | Unchanged |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 7007 OAK STREET | 7007 Oak St | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80237 | 80237 | Unchanged |
| Group | GRP-0327 | GRP-0327 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- brandun|shaw
- Address key
- 7007|oak|80237
- Canonical first
- brandun
Quality flags
5 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)
- 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
- 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-57709 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016944
- Method
- Scored
- Confidence
- 0.91
- Rule
- weighted score, no rule
Golden record: Brandun Shaw, 1960-11-07, 2 records, Verified
Evidence
Matched against TPA-57709
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically958955820f2026-10-19 19:54:38, scoring_agentidentity id MBR-016944, confidence 0.907, method probabilistic, matched record TPA-57709, policy version 1
- Record linked automaticallye9c7f4a1ed2026-10-19 19:52:09, scoring_agentidentity id MBR-016944, confidence 0.907, method probabilistic, matched record TPA-57709, policy version 1
- Record linked automatically283da2af9b2026-10-19 19:45:42, scoring_agentidentity id MBR-016944, confidence 0.907, method probabilistic, matched record TPA-57709, policy version 1
- Record linked automaticallybf0fdca2462026-10-19 19:32:31, scoring_agentidentity id MBR-016944, confidence 0.907, method probabilistic, matched record TPA-57709, policy version 1
- Record linked automatically403ce3fdcc2026-10-19 19:31:28, matching_agentidentity id MBR-034205, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417420