Record, CLM, bronze and silver
CLM-415874
Received 2026-04-12T07:23:57Z, line 67,000 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 | JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | 1979-09-06 | 1979-09-06 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | ·N/A | — | Cleared |
| N/A | — | Cleared | |
| Address | 1930 Apache Boulevard | 1930 Apache Blvd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33683·· | 33683 | Changed |
| Group | GRP-5942 | GRP-5942 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- judy|williams
- Address key
- 1930|apache|33683
- Canonical first
- judy
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| CLM-415872 | 0.85 | Scored | — | Auto-linked |
| ENR-120910 | 0.83 | Scored | — | Sent to steward |
| TPA-56963 | 0.80 | Scored | — | Sent to steward |
| TPA-56962 | 0.80 | Scored | — | Sent to steward |
| CLM-415873 | 0.80 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-018945
- Method
- Scored
- Confidence
- 0.85
- Rule
- weighted score, no rule
Golden record: Judy Williams, 1997-09-06, 6 records, Verified
Evidence
Matched against CLM-415872
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0058b8595d2026-10-22 12:43:54, scoring_agentidentity id MBR-018945, confidence 0.85, method probabilistic, matched record CLM-415872, policy version 1
- Record linked automaticallya5cf5274a32026-10-19 19:54:38, scoring_agentidentity id MBR-018945, confidence 0.85, method probabilistic, matched record CLM-415872, policy version 1
- Record linked automaticallyd99b3c477c2026-10-19 19:52:09, scoring_agentidentity id MBR-018945, confidence 0.85, method probabilistic, matched record CLM-415872, policy version 1
- Record linked automatically6aa358b6db2026-10-19 19:45:42, scoring_agentidentity id MBR-018945, confidence 0.85, method probabilistic, matched record CLM-415872, policy version 1
- Record linked automaticallyef10573a422026-10-19 19:32:31, scoring_agentidentity id MBR-018945, confidence 0.85, method probabilistic, matched record CLM-415872, policy version 1