Record, CLM, bronze and silver
CLM-411397
Received 2026-02-23T22:45:50Z, line 85,550 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 | jacob | Jacob | Changed |
| Middle | — | — | Unchanged |
| Last name | kelly | Kelly | Changed |
| Date of birth | 05/14/90 | 1990-05-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-64102-34·· | UHC-64102-34 | Parsed |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| JACOB.KELLY@GMAIL.COM·· | jacob.kelly@gmail.com | Changed | |
| Address | 9005 Hillcrest Rd | 9005 Hillcrest Rd | Unchanged |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78705 | 78705 | Unchanged |
| Group | GRP-4210·· | GRP-4210 | Changed |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- jacob|kelly
- Address key
- 9005|hillcrest|78705
- Canonical first
- jacob
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Email lower-casedEmail lower-cased
- 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-55010 | 1.00 | Scored | — | Auto-linked |
| CLM-411396 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-114983 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411395 | 0.93 | Scored | — | Auto-linked |
| PRV-23282 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000232
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacob Kelly, 1990-05-14, 6 records, Verified
Evidence
Matched against TPA-55010
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically59801f709e2026-10-19 19:54:38, scoring_agentidentity id MBR-000232, confidence 1, method probabilistic, matched record TPA-55010, policy version 1
- Record linked automaticallyc8fed966e12026-10-19 19:52:08, scoring_agentidentity id MBR-000232, confidence 1, method probabilistic, matched record TPA-55010, policy version 1
- Record linked automatically2cf96fc2ce2026-10-19 19:45:41, scoring_agentidentity id MBR-000232, confidence 1, method probabilistic, matched record TPA-55010, policy version 1
- Record linked automatically51396c79c92026-10-19 19:32:31, scoring_agentidentity id MBR-000232, confidence 1, method probabilistic, matched record TPA-55010, policy version 1
- Record linked automatically61c03a49c22026-10-19 19:31:28, matching_agentidentity id MBR-012351, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115130