Record, CLM, bronze and silver
CLM-423629
Received 2026-10-08T08:45:51Z, line 4,100 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 | Knight, Joan | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Knight | Changed |
| Date of birth | 1997-11-15 | 1997-11-15 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | UHC-05751-15 | UHC-05751-15 | Unchanged |
| SSN | •••-••-0027 | •••-••-0027 | Parsed |
| Phone | 941.470.3845 | 9414703845 | Parsed |
| — | — | Unchanged | |
| Address | 3802 Highland Avenue | 3802 Highland Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·93796 | 93796 | Changed |
| Group | GRP-2850 | GRP-2850 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.50
- Name key
- joan|knight
- Address key
- 3802|highland|93796
- Canonical first
- joan
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-60401 | 1.00 | Scored | — | Auto-linked |
| ENR-130912 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003828
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joan Knight, 1997-11-15, 3 records, Verified
Evidence
Matched against TPA-60401
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically18b191d7452026-10-19 19:54:38, scoring_agentidentity id MBR-003828, confidence 1, method probabilistic, matched record TPA-60401, policy version 1
- Record linked automatically288668fed42026-10-19 19:52:08, scoring_agentidentity id MBR-003828, confidence 1, method probabilistic, matched record TPA-60401, policy version 1
- Record linked automaticallyda942803772026-10-19 19:45:42, scoring_agentidentity id MBR-003828, confidence 1, method probabilistic, matched record TPA-60401, policy version 1
- Record linked automatically1309d7802c2026-10-19 19:32:31, scoring_agentidentity id MBR-003828, confidence 1, method probabilistic, matched record TPA-60401, policy version 1
- Record linked automatically4607071f4e2026-10-19 19:31:28, matching_agentidentity id MBR-026139, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423628