Record, CLM, bronze and silver
CLM-410115
Received 2026-02-26T14:16:34Z, line 22,288 of the CLM feed
CLMRule
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 | Thomas | Changed |
| Middle | — | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 1982-09-17 | 1982-09-17 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-19975-43 | UHC-19975-43 | Unchanged |
| SSN | ·N/A | — | Cleared |
| Phone | (358) 710-8822 | 3587108822 | Parsed |
| N/A·· | — | Cleared | |
| Address | 6875 LAKE VIEW RD | 6875 Lake View Rd | Changed |
| City | Denver | Denver | Unchanged |
| State | ·co | CO | Changed |
| ZIP | 80261 | 80261 | Unchanged |
| Group | GRP-9436 | GRP-9436 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- thomas|arnold
- Address key
- 6875|lake view|80261
- Canonical first
- thomas
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 code upper-casedTwo-letter state code upper-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-54434 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-113331 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016044
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Thomas Arnold, 1982-09-17, 3 records, Verified
Evidence
Matched against TPA-54434
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically1d1637b55b2026-10-22 12:43:54, matching_agentidentity id MBR-016044, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54434
- Record linked automaticallyb4162f61b42026-10-19 19:54:38, matching_agentidentity id MBR-016044, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54434
- Record linked automatically2a42ee009c2026-10-19 19:52:09, matching_agentidentity id MBR-016044, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54434
- Record linked automatically160415f7472026-10-19 19:45:42, matching_agentidentity id MBR-016044, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54434
- Record linked automaticallye3dd5ab96d2026-10-19 19:32:31, matching_agentidentity id MBR-016044, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54434
- Record linked automaticallyb39dd5f70b2026-10-19 19:31:28, scoring_agentidentity id MBR-002479, confidence 1, method probabilistic, matched record CLM-410116, policy version 1