Record, CLM, bronze and silver
CLM-423146
Received 2026-01-20T18:53:48Z, line 19,895 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | ADAMS | Adams | Changed |
| Date of birth | 12-01-1972 | 1972-01-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-70130-54 | UHC-70130-54 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 8522 Spring Street | 8522 Spring St | Changed |
| City | PLANO | Plano | Changed |
| State | Texas | TX | Changed |
| ZIP | 75070 | 75070 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- robert|adams
- Address key
- 8522|spring|75070
- Canonical first
- robert
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-60171 | 1.00 | Scored | — | Auto-linked |
| CLM-423147 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-130293 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006162
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Adams, 1972-01-12, 4 records, Verified
Evidence
Matched against TPA-60171
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye1fdbddd492026-10-19 19:54:38, scoring_agentidentity id MBR-006162, confidence 1, method probabilistic, matched record TPA-60171, policy version 1
- Record linked automaticallyfe7462f2742026-10-19 19:52:09, scoring_agentidentity id MBR-006162, confidence 1, method probabilistic, matched record TPA-60171, policy version 1
- Record linked automatically65af1072172026-10-19 19:45:42, scoring_agentidentity id MBR-006162, confidence 1, method probabilistic, matched record TPA-60171, policy version 1
- Record linked automaticallyde6598e1cd2026-10-19 19:32:31, scoring_agentidentity id MBR-006162, confidence 1, method probabilistic, matched record TPA-60171, policy version 1
- Record linked automaticallyda40edaab92026-10-19 19:31:28, matching_agentidentity id MBR-033661, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423145