Record, CLM, bronze and silver
CLM-430980
Received 2026-04-14T07:41:41Z, line 25,979 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 | Thomas, Karen | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Thomas | Changed |
| Date of birth | 2005-11-05 | 2005-11-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-47494-97·· | UHC-47494-97 | Parsed |
| SSN | •••-••-4760 | •••-••-4760 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 6718 MESA DRIVE | 6718 Mesa Dr | Changed |
| City | Houston | Houston | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 77082 | 77082 | Unchanged |
| Group | GRP-7804 | GRP-7804 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.52
- Name key
- karen|thomas
- Address key
- 6718|mesa|77082
- Canonical first
- karen
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-63690 | 1.00 | Scored | — | Auto-linked |
| ENR-140687 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430981 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430979 | 0.97 | Rule | D2 ssn4 + dob + last name | 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 automatically8b71d698af2026-10-22 12:43:54, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automatically4a55b6f4402026-10-19 19:54:38, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automatically4d109152042026-10-19 19:52:09, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automaticallyfbc1d8bcd62026-10-19 19:45:42, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automatically8f0439fecf2026-10-19 19:32:31, scoring_agentidentity id MBR-018889, confidence 1, method probabilistic, matched record TPA-63690, policy version 1
- Record linked automaticallydcecc3113c2026-10-19 19:31:28, matching_agentidentity id MBR-017773, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430981