Record, CLM, bronze and silver
CLM-407594
Received 2026-04-28T22:37:16Z, line 7,497 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 | BETTY | Betty | Changed |
| Middle | X·· | X | Changed |
| Last name | TUCKER | Tucker | Changed |
| Date of birth | 1958-07-15 | 1958-07-15 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-0197 | •••-••-0197 | Parsed |
| Phone | (829) 945-2131 | 8299452131 | Parsed |
| betty.tucker@gmail.com | betty.tucker@gmail.com | Unchanged | |
| Address | 3595 Central Avenue | 3595 Central Ave | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-2276 | GRP-2276 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- betty|tucker
- Address key
- 3595|central|tucson
- Canonical first
- betty
Quality flags
8 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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-53327 | 0.94 | Scored | — | Auto-linked |
| ENR-109962 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013413
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Betty Tucker, 1958-07-15, 3 records, Verified
Evidence
Matched against TPA-53327
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically8424d9e8642026-10-19 19:54:38, scoring_agentidentity id MBR-013413, confidence 0.937, method probabilistic, matched record TPA-53327, policy version 1
- Record linked automatically374d30ebf52026-10-19 19:52:09, scoring_agentidentity id MBR-013413, confidence 0.937, method probabilistic, matched record TPA-53327, policy version 1
- Record linked automatically85202fa2702026-10-19 19:45:42, scoring_agentidentity id MBR-013413, confidence 0.937, method probabilistic, matched record TPA-53327, policy version 1
- Record linked automaticallyd338c3cae22026-10-19 19:32:31, scoring_agentidentity id MBR-013413, confidence 0.937, method probabilistic, matched record TPA-53327, policy version 1
- Record linked automatically98498c78fe2026-10-19 19:31:28, matching_agentidentity id MBR-038321, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-109913