Record, CLM, bronze and silver
CLM-403951
Received 2026-08-18T18:03:27Z, line 61,694 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 | BOBBY | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | COOPER | Cooper | Changed |
| Date of birth | 12/01/98 | 1998-12-01 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | uhc-84475-10·· | UHC-84475-10 | Parsed |
| SSN | null | — | Cleared |
| Phone | 4882831996 | 4882831996 | Unchanged |
| - | — | Cleared | |
| Address | 379 Church Street | 379 Church St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85278-2909·· | 85278 | Changed |
| Group | GRP-2736 | GRP-2736 | Unchanged |
| Plan | ·N/A | — | Cleared |
- Quality score
- 0.48
- Name key
- robert|cooper
- Address key
- 379|church|85278
- Canonical first
- robert
Quality flags
8 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-51709 | 1.00 | Scored | — | Auto-linked |
| ENR-105141 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403953 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403950 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403952 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007009
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Cooper, 1998-12-01, 5 records, Verified
Evidence
Matched against TPA-51709
| 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 automaticallye4c6883da42026-10-19 19:54:38, scoring_agentidentity id MBR-007009, confidence 1, method probabilistic, matched record TPA-51709, policy version 1
- Record linked automatically823102e26f2026-10-19 19:52:09, scoring_agentidentity id MBR-007009, confidence 1, method probabilistic, matched record TPA-51709, policy version 1
- Record linked automaticallya77cb1a0862026-10-19 19:45:42, scoring_agentidentity id MBR-007009, confidence 1, method probabilistic, matched record TPA-51709, policy version 1
- Record linked automatically418014a9bd2026-10-19 19:32:31, scoring_agentidentity id MBR-007009, confidence 1, method probabilistic, matched record TPA-51709, policy version 1
- Record linked automaticallye897c5c9702026-10-19 19:31:28, matching_agentidentity id MBR-016058, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105132