Record, CLM, bronze and silver
CLM-405773
Received 2026-10-05T07:07:54Z, line 51,976 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 | JACK | Jack | Changed |
| Middle | V | V | Unchanged |
| Last name | ARMSTRONG | Armstrong | Changed |
| Date of birth | ·1966-07-16 | 1966-07-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-92872-24 | UHC-92872-24 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 2577559969 | 2577559969 | Unchanged |
| N/A | — | Cleared | |
| Address | 9598 Oak Street | 9598 Oak St | Changed |
| City | Atlanta·· | Atlanta | Changed |
| State | Georgia | GA | Changed |
| ZIP | 30356 | 30356 | Unchanged |
| Group | GRP-6983 | GRP-6983 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.64
- Name key
- john|armstrong
- Address key
- 9598|oak|30356
- Canonical first
- john
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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 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 |
|---|---|---|---|---|
| ENR-107590 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-21680 | 0.84 | Scored | — | Sent to steward |
| CLM-405772 | 0.82 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026752
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Jack Armstrong, 1965-07-16, 4 records, Verified
Evidence
Matched against ENR-107590
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.50 | 3.0 | one_digit |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically0f87b97e9c2026-10-22 12:43:54, matching_agentidentity id MBR-026752, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107590
- Record linked automatically3ee093d7cd2026-10-19 19:54:38, matching_agentidentity id MBR-026752, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107590
- Record linked automatically0cba83a0492026-10-19 19:52:09, matching_agentidentity id MBR-026752, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107590
- Record linked automatically7c9baac2ba2026-10-19 19:45:42, matching_agentidentity id MBR-026752, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107590
- Record linked automatically517bcdeb392026-10-19 19:32:31, matching_agentidentity id MBR-026752, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-107590
- Record linked automatically0c575e3f282026-10-19 19:31:28, scoring_agentidentity id MBR-017820, confidence 0.994, method probabilistic, matched record CLM-405772, policy version 1