Record, CLM, bronze and silver
CLM-407528
Received 2026-01-22T12:45:46Z, line 14,880 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 | Justin | Justin | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | Jun 17, 1966 | 1966-06-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6925 | •••-••-6925 | Unchanged |
| Phone | 6579115337 | 6579115337 | Unchanged |
| — | — | Unchanged | |
| Address | 7591 Cedar Ln | 7591 Cedar Ln | Unchanged |
| City | ·Houston | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77007 | 77007 | Unchanged |
| Group | GRP-5710 | GRP-5710 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.94
- Name key
- justin|little
- Address key
- 7591|cedar|77007
- Canonical first
- justin
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-53303 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-109872 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22222 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-006682
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Justin Little, 1966-06-17, 4 records, Verified
Evidence
Matched against TPA-53303
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically60f069962a2026-10-22 12:43:53, matching_agentidentity id MBR-006682, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53303
- Record linked automatically78c6456eb92026-10-19 19:54:38, matching_agentidentity id MBR-006682, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53303
- Record linked automatically3f145ba1262026-10-19 19:52:09, matching_agentidentity id MBR-006682, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53303
- Record linked automaticallyd8075bc9912026-10-19 19:45:42, matching_agentidentity id MBR-006682, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53303
- Record linked automatically63479f33b42026-10-19 19:32:31, matching_agentidentity id MBR-006682, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-53303
- Record linked automaticallyc291c93e5e2026-10-19 19:31:28, scoring_agentidentity id MBR-004769, confidence 1, method probabilistic, matched record CLM-407527, policy version 1