Record, CLM, bronze and silver
CLM-416920
Received 2026-03-08T12:34:55Z, line 91,757 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 | Thomas | Unchanged |
| Middle | ·P | P | Changed |
| Last name | Chapman | Chapman | Unchanged |
| Date of birth | 01/23/1967 | 1967-01-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-12402-61 | UHC-12402-61 | Unchanged |
| SSN | •••-••-1557 | •••-••-1557 | Unchanged |
| Phone | 862-445-1824 | 8624451824 | Parsed |
| — | — | Unchanged | |
| Address | 4340 Canyon Road | 4340 Canyon Rd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85252 | 85252 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- thomas|chapman
- Address key
- 4340|canyon|85252
- Canonical first
- thomas
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-57461 | 1.00 | Scored | — | Auto-linked |
| ENR-122236 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416919 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008014
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Thomas Chapman, 1967-01-23, 4 records, Verified
Evidence
Matched against TPA-57461
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automaticallyc8baa6c8942026-10-19 19:54:38, scoring_agentidentity id MBR-008014, confidence 1, method probabilistic, matched record TPA-57461, policy version 1
- Record linked automatically5b0b3b6e3f2026-10-19 19:52:09, scoring_agentidentity id MBR-008014, confidence 1, method probabilistic, matched record TPA-57461, policy version 1
- Record linked automaticallye4f0473a7c2026-10-19 19:45:42, scoring_agentidentity id MBR-008014, confidence 1, method probabilistic, matched record TPA-57461, policy version 1
- Record linked automaticallyb61c896b922026-10-19 19:32:31, scoring_agentidentity id MBR-008014, confidence 1, method probabilistic, matched record TPA-57461, policy version 1
- Record linked automatically8410cb542c2026-10-19 19:31:28, scoring_agentidentity id MBR-023567, confidence 1, method probabilistic, matched record TPA-57388, policy version 1