Record, CLM, bronze and silver
CLM-416980
Received 2026-10-10T07:56:05Z, line 68,603 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 | SARAH | Sarah | Changed |
| Middle | — | — | Unchanged |
| Last name | BANKS | Banks | Changed |
| Date of birth | 1980-10-22 | 1980-10-22 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-3416 | •••-••-3416 | Unchanged |
| Phone | 5929922729 | 5929922729 | Unchanged |
| null | — | Cleared | |
| Address | 3771 Lincoln Way | 3771 Lincoln Way | Unchanged |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·77001 | 77001 | Changed |
| Group | N/A | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.94
- Name key
- sarah|banks
- Address key
- 3771|lincoln|77001
- Canonical first
- sarah
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 |
|---|---|---|---|---|
| CLM-416981 | 1.00 | Scored | — | Auto-linked |
| TPA-57488 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-57489 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-122340 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010468
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Banks, 1980-10-22, 5 records, Verified
Evidence
Matched against CLM-416981
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically71f1e597372026-10-19 19:54:38, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automatically973440f2762026-10-19 19:52:09, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automatically16be6838732026-10-19 19:45:42, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automaticallyc6ab9086f92026-10-19 19:32:31, scoring_agentidentity id MBR-010468, confidence 1, method probabilistic, matched record CLM-416981, policy version 1
- Record linked automatically25c9cd84262026-10-19 19:31:28, matching_agentidentity id MBR-019961, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416981