Record, CLM , bronze and silver
CLM-430981
Received 2026-03-11T04:12:54Z, line 66,085 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | karen | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | thomas | Thomas | Changed |
| Date of birth | 11/05/05 | 2005-11-05 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | UHC-47494-97 | UHC-47494-97 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| karen.thomas94@proton.me | karen.thomas94@proton.me | Unchanged | |
| Address | 6718 Mesa Drive | 6718 Mesa Dr | Changed |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77082 | 77082 | Unchanged |
| Group | GRP-7804 | GRP-7804 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.64
- Name key
- karen|thomas
- Address key
- 6718|mesa|77082
- Canonical first
- karen
Quality flags
6 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
- 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
- City re-casedCity re-cased to Title Case
- 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-63690 | 1.00 | Scored | — | Auto-linked |
| CLM-430979 | 1.00 | Scored | — | Auto-linked |
| CLM-430980 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-140687 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63689 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018889
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Thomas, 2005-11-05, 6 records, Verified
Evidence
Matched against TPA-63690
| 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 automatically1511b3c3202026-10-22 12:43:54, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automatically332aeeea5a2026-10-19 19:54:38, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automatically68f91f43d42026-10-19 19:52:09, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automaticallye3857293bf2026-10-19 19:45:42, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automatically713d5eea812026-10-19 19:32:31, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automatically7aa4fba6812026-10-19 19:31:28, matching_agentidentity id MBR-017773, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430980