Record, CLM, bronze and silver
CLM-425990
Received 2026-03-07T01:12:23Z, line 7,506 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 | debra | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | marshall | Marshall | Changed |
| Date of birth | ·04/13/03 | 2003-04-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-06922-26 | UHC-06922-26 | Unchanged |
| SSN | •••-••-0597 | •••-••-0597 | Parsed |
| Phone | N/A | — | Cleared |
| debra.marshall88@gmail.com | debra.marshall88@gmail.com | Unchanged | |
| Address | ·5514 Canyon Road | 5514 Canyon Rd | Changed |
| City | ·SEATTLE | Seattle | Changed |
| State | WA | WA | Unchanged |
| ZIP | 98135 | 98135 | Unchanged |
| Group | GRP-6577 | GRP-6577 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.48
- Name key
- debra|marshall
- Address key
- 5514|canyon|98135
- Canonical first
- debra
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-61492 | 1.00 | Scored | — | Auto-linked |
| ENR-134028 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-134027 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017930
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Marshall, 2003-04-13, 4 records, Verified
Evidence
Matched against TPA-61492
| 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 automatically7acb3086e22026-10-19 19:54:38, scoring_agentidentity id MBR-017930, confidence 1, method probabilistic, matched record TPA-61492, policy version 1
- Record linked automatically54564bd60e2026-10-19 19:52:09, scoring_agentidentity id MBR-017930, confidence 1, method probabilistic, matched record TPA-61492, policy version 1
- Record linked automatically201e37a4142026-10-19 19:45:42, scoring_agentidentity id MBR-017930, confidence 1, method probabilistic, matched record TPA-61492, policy version 1
- Record linked automatically325d61186c2026-10-19 19:32:31, scoring_agentidentity id MBR-017930, confidence 1, method probabilistic, matched record TPA-61492, policy version 1
- Record linked automaticallybf4b0770612026-10-19 19:31:28, scoring_agentidentity id MBR-007534, confidence 1, method probabilistic, matched record ENR-134320, policy version 1