Record, CLM, bronze and silver
CLM-432229
Received 2026-01-07T14:40:50Z, line 32,498 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 | lisa | Lisa | Changed |
| Middle | — | — | Unchanged |
| Last name | graham | Graham | Changed |
| Date of birth | 1951-12-26 | 1951-12-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC2795594 | UHC-27955-94 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 2176652716 | 2176652716 | Unchanged |
| — | — | Unchanged | |
| Address | 4093 RIDGE ROAD | 4093 Ridge Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | Florida | FL | Changed |
| ZIP | ·33671 | 33671 | Changed |
| Group | GRP-0788 | GRP-0788 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- lisa|graham
- Address key
- 4093|ridge|33671
- Canonical first
- lisa
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-64227 | 1.00 | Scored | — | Auto-linked |
| CLM-432230 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64228 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002103
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lisa Graham, 1951-12-26, 4 records, Verified
Evidence
Matched against TPA-64227
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically40970b8db52026-10-19 19:54:38, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automatically185ae24d762026-10-19 19:52:08, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automaticallye17d9f795c2026-10-19 19:45:41, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automatically712f58ab972026-10-19 19:32:31, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automatically358c0b240a2026-10-19 19:31:28, scoring_agentidentity id MBR-013822, confidence 1, method probabilistic, matched record TPA-64089, policy version 1