Record, CLM, bronze and silver
CLM-416216
Received 2026-06-12T05:07:06Z, line 52,536 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 | LINDDA | Lindda | Changed |
| Middle | — | — | Unchanged |
| Last name | LITTLE | Little | Changed |
| Date of birth | 1986-10-25 | 1986-10-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-00629-65 | UHC-00629-65 | Unchanged |
| SSN | •••-••-1866 | •••-••-1866 | Unchanged |
| Phone | 3698256935 | 3698256935 | Unchanged |
| N/A | — | Cleared | |
| Address | ·· | — | Unchanged |
| City | NULL | — | Cleared |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-5187 | GRP-5187 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.96
- Name key
- lindda|little
- Address key
- —
- Canonical first
- lindda
Quality flags
2 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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-57106 | 0.99 | Scored | — | Auto-linked |
| CLM-416217 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121351 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57107 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009293
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Linda Little, 1986-10-25, 5 records, Verified
Evidence
Matched against TPA-57106
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallybd529b5d512026-10-22 12:43:54, scoring_agentidentity id MBR-009293, confidence 0.995, method probabilistic, matched record TPA-57106, policy version 1
- Record linked automatically4b1811b4f32026-10-19 19:54:38, scoring_agentidentity id MBR-009293, confidence 0.995, method probabilistic, matched record TPA-57106, policy version 1
- Record linked automatically7445b79bf22026-10-19 19:52:09, scoring_agentidentity id MBR-009293, confidence 0.995, method probabilistic, matched record TPA-57106, policy version 1
- Record linked automatically3b71e45a602026-10-19 19:45:42, scoring_agentidentity id MBR-009293, confidence 0.995, method probabilistic, matched record TPA-57106, policy version 1
- Record linked automatically1c3d4b49582026-10-19 19:32:31, scoring_agentidentity id MBR-009293, confidence 0.995, method probabilistic, matched record TPA-57106, policy version 1