Record, CLM, bronze and silver
CLM-407262
Received 2026-09-07T11:00:29Z , line 31,948 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 | AIBGAIL | Aibgail | Changed |
| Middle | ·· | — | Unchanged |
| Last name | STONE·· | Stone | Changed |
| Date of birth | 20081207 | 2008-12-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-76973-20 | UHC-76973-20 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ···· | — | Unchanged |
| Group | GRP-9208 | GRP-9208 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.92
- Name key
- aibgail|stone
- Address key
- —
- Canonical first
- aibgail
Quality flags
4 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)
- 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-109504 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-109505 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-407261 | 0.96 | Rule | D3 member id + name | Auto-linked |
| TPA-53185 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003835
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Abigail Stone, 2008-12-07, 5 records, Verified
Evidence
Matched against ENR-109504
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically8a10663dcf2026-10-22 12:43:53, matching_agentidentity id MBR-003835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109504
- Record linked automaticallyd0432246212026-10-19 19:54:38, matching_agentidentity id MBR-003835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109504
- Record linked automatically359d4a84292026-10-19 19:52:08, matching_agentidentity id MBR-003835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109504
- Record linked automaticallyae09b7c2012026-10-19 19:45:42, matching_agentidentity id MBR-003835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109504
- Record linked automatically73065f96b92026-10-19 19:32:31, matching_agentidentity id MBR-003835, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109504
- Record linked automatically960b20fd892026-10-19 19:31:28, scoring_agentidentity id MBR-036343, confidence 1, method probabilistic, matched record CLM-407263, policy version 1