Record, CLM, bronze and silver
CLM-400306
Received 2026-01-26T18:16:21Z, line 82,653 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 | Brooks, John | John | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Brooks | Changed |
| Date of birth | 6/8/1995 | 1995-06-08 | Parsed |
| Gender | null | — | Cleared |
| Member ID | UHC-96259-40 | UHC-96259-40 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 8722882723 | 8722882723 | Unchanged |
| - | — | Cleared | |
| Address | ·2490 Broadway | 2490 Broadway | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85275 | 85275 | Unchanged |
| Group | GRP-8399 | GRP-8399 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- john|brooks
- Address key
- 2490|broadway|85275
- Canonical first
- john
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| CLM-400305 | 1.00 | Scored | — | Auto-linked |
| ENR-100431 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20083 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007877
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Brooks, 1995-06-08, 4 records, Verified
Evidence
Matched against CLM-400305
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyce157262712026-10-22 12:43:54, scoring_agentidentity id MBR-007877, confidence 1, method probabilistic, matched record CLM-400305, policy version 1
- Record linked automatically782453f3dd2026-10-19 19:54:38, scoring_agentidentity id MBR-007877, confidence 1, method probabilistic, matched record CLM-400305, policy version 1
- Record linked automatically55067b0ad72026-10-19 19:52:09, scoring_agentidentity id MBR-007877, confidence 1, method probabilistic, matched record CLM-400305, policy version 1
- Record linked automatically8c2ff2ea362026-10-19 19:45:42, scoring_agentidentity id MBR-007877, confidence 1, method probabilistic, matched record CLM-400305, policy version 1
- Record linked automatically340af3b93a2026-10-19 19:32:31, scoring_agentidentity id MBR-007877, confidence 1, method probabilistic, matched record CLM-400305, policy version 1
- Record linked automaticallyd823e6db022026-10-19 19:31:28, scoring_agentidentity id MBR-019367, confidence 1, method probabilistic, matched record PRV-20090, policy version 1