Record, CLM, bronze and silver
CLM-413678
Received 2026-05-31T10:24:15Z, line 66,960 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 | ·betty | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | simmons | Simmons | Changed |
| Date of birth | 1972-11-14 | 1972-11-14 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC9904636 | UHC-99046-36 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 696-990-0828 | 6969900828 | Parsed |
| - | — | Cleared | |
| Address | 797 Maple Ave | 797 Maple Ave | Unchanged |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 92170-8551 | 92170 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- betty|simmons
- Address key
- 797|maple|92170
- Canonical first
- betty
Quality flags
6 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-56006 | 1.00 | Scored | — | Auto-linked |
| CLM-413679 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033041
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Simmons, 1972-11-14, 3 records, Verified
Evidence
Matched against TPA-56006
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye077038cf42026-10-22 12:43:55, scoring_agentidentity id MBR-033041, confidence 1, method probabilistic, matched record TPA-56006, policy version 1
- Record linked automaticallyb366da4eb62026-10-19 19:54:38, scoring_agentidentity id MBR-033041, confidence 1, method probabilistic, matched record TPA-56006, policy version 1
- Record linked automatically8a10edd2902026-10-19 19:52:09, scoring_agentidentity id MBR-033041, confidence 1, method probabilistic, matched record TPA-56006, policy version 1
- Record linked automatically43d7c5054e2026-10-19 19:45:42, scoring_agentidentity id MBR-033041, confidence 1, method probabilistic, matched record TPA-56006, policy version 1
- Record linked automatically4050ae6bc12026-10-19 19:32:31, scoring_agentidentity id MBR-033041, confidence 1, method probabilistic, matched record TPA-56006, policy version 1
- Record linked automatically4d6079cca62026-10-19 19:31:28, scoring_agentidentity id MBR-022772, confidence 1, method probabilistic, matched record ENR-118025, policy version 1