Record, CLM, bronze and silver
CLM-405800
Received 2026-09-26T02:56:45Z, line 21,261 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 | ·McDonald, Julia | Julia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | McDonald | Changed |
| Date of birth | 04-01-1999 | 1999-01-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-38336-75 | UHC-38336-75 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 9039003988 | 9039003988 | Unchanged |
| null | — | Cleared | |
| Address | 9310 Washington Street·· | 9310 Washington St | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77028 | 77028 | Unchanged |
| Group | GRP-8240 | GRP-8240 | Unchanged |
| Plan | ·NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- julia|mcdonald
- Address key
- 9310|washington|77028
- Canonical first
- julia
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| PRV-21694 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038395
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Julia McDonald, 1999-01-04, 2 records, Verified
Evidence
Matched against PRV-21694
| 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
6 hash-chained entries for this record
- Record linked automatically74bbd6f30d2026-10-22 12:43:55, scoring_agentidentity id MBR-038395, confidence 1, method probabilistic, matched record PRV-21694, policy version 1
- Record linked automatically1dc776a2c82026-10-19 19:54:39, scoring_agentidentity id MBR-038395, confidence 1, method probabilistic, matched record PRV-21694, policy version 1
- Record linked automaticallydddb828c4b2026-10-19 19:52:09, scoring_agentidentity id MBR-038395, confidence 1, method probabilistic, matched record PRV-21694, policy version 1
- Record linked automaticallyb37d6f4ea32026-10-19 19:45:42, scoring_agentidentity id MBR-038395, confidence 1, method probabilistic, matched record PRV-21694, policy version 1
- Record linked automatically96438de4482026-10-19 19:32:31, scoring_agentidentity id MBR-038395, confidence 1, method probabilistic, matched record PRV-21694, policy version 1
- Record linked automatically52cab390932026-10-19 19:31:28, matching_agentidentity id MBR-040652, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107591