Record, CLM, bronze and silver
CLM-423645
Received 2026-09-15T17:23:51Z, line 33,705 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 | DANIEL | Daniel | Changed |
| Middle | — | — | Unchanged |
| Last name | LAWRENCE | Lawrence | Changed |
| Date of birth | 1953-09-12·· | 1953-09-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-7320 | •••-••-7320 | Unchanged |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | — | — | Unchanged |
| City | NULL·· | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | N/A | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- daniel|lawrence
- Address key
- —
- Canonical first
- daniel
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-130936 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-423644 | 0.83 | Scored | — | Sent to steward |
| CLM-423643 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028194
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Daniel Lawrence, 1953-09-12, 4 records, Verified
Evidence
Matched against ENR-130936
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically20c62dfe9e2026-10-22 12:43:54, matching_agentidentity id MBR-028194, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130936
- Record linked automaticallybc5555ceb92026-10-19 19:54:38, matching_agentidentity id MBR-028194, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130936
- Record linked automaticallyb9fb135da92026-10-19 19:52:09, matching_agentidentity id MBR-028194, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130936
- Record linked automatically8aadb815522026-10-19 19:45:42, matching_agentidentity id MBR-028194, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130936
- Record linked automaticallye5c3f2b00d2026-10-19 19:32:31, matching_agentidentity id MBR-028194, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-130936
- Record linked automaticallyf05880ca422026-10-19 19:31:28, scoring_agentidentity id MBR-022895, confidence 1, method probabilistic, matched record PRV-26975, policy version 1