Record, CLM, bronze and silver
CLM-422718
Received 2026-08-03T18:11:44Z, line 84,497 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 | Bobby | Bobby | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Simpson | Simpson | Unchanged |
| Date of birth | 27-03-1980 | 1980-03-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-39775-45 | UHC-39775-45 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (692) 485-0062 | 6924850062 | Parsed |
| null | — | Cleared | |
| Address | 4772 HIGHLAND AVE #481 | 4772 Highland Ave # 481 | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85220 | 85220 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.64
- Name key
- robert|simpson
- Address key
- 4772|highland|85220
- Canonical first
- robert
Quality flags
6 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-59982 | 1.00 | Scored | — | Auto-linked |
| CLM-422719 | 1.00 | Scored | — | Auto-linked |
| PRV-26716 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020956
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Simpson, 1980-03-27, 4 records, Verified
Evidence
Matched against TPA-59982
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically14c193f6562026-10-22 12:43:54, scoring_agentidentity id MBR-020956, confidence 1, method probabilistic, matched record TPA-59982, policy version 1
- Record linked automatically7ec4c61da82026-10-19 19:54:38, scoring_agentidentity id MBR-020956, confidence 1, method probabilistic, matched record TPA-59982, policy version 1
- Record linked automatically4cabcdf1312026-10-19 19:52:09, scoring_agentidentity id MBR-020956, confidence 1, method probabilistic, matched record TPA-59982, policy version 1
- Record linked automatically377f76f3542026-10-19 19:45:42, scoring_agentidentity id MBR-020956, confidence 1, method probabilistic, matched record TPA-59982, policy version 1
- Record linked automaticallyf5495ce3b02026-10-19 19:32:31, scoring_agentidentity id MBR-020956, confidence 1, method probabilistic, matched record TPA-59982, policy version 1
- Record linked automatically3f345a882a2026-10-19 19:31:28, matching_agentidentity id MBR-027571, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-129906