Record, CLM, bronze and silver
CLM-418776
Received 2026-05-21T05:24:57Z, line 14,467 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 | Jacob | Jacob | Unchanged |
| Middle | B. | B | Changed |
| Last name | Williams | Williams | Unchanged |
| Date of birth | 12/14/1967 | 1967-12-14 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 1084 Broadway | 1084 Broadway | Unchanged |
| City | ·Orlando | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | ·32835 | 32835 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- jacob|williams
- Address key
- 1084|broadway|32835
- Canonical first
- jacob
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-58317 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025693
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacob Williams, 1967-12-14, 2 records, Verified
Evidence
Matched against TPA-58317
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd2689537032026-10-22 12:43:54, scoring_agentidentity id MBR-025693, confidence 1, method probabilistic, matched record TPA-58317, policy version 1
- Record linked automatically8785fcd7bf2026-10-19 19:54:38, scoring_agentidentity id MBR-025693, confidence 1, method probabilistic, matched record TPA-58317, policy version 1
- Record linked automaticallyc6c54022072026-10-19 19:52:09, scoring_agentidentity id MBR-025693, confidence 1, method probabilistic, matched record TPA-58317, policy version 1
- Record linked automaticallyaea5b158c02026-10-19 19:45:42, scoring_agentidentity id MBR-025693, confidence 1, method probabilistic, matched record TPA-58317, policy version 1
- Record linked automatically78e988a7572026-10-19 19:32:31, scoring_agentidentity id MBR-025693, confidence 1, method probabilistic, matched record TPA-58317, policy version 1
- Record linked automaticallyd3e7966fdc2026-10-19 19:31:28, matching_agentidentity id MBR-005789, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418775