Record, CLM, bronze and silver
CLM-400032
Received 2026-08-31T20:53:34Z, line 33,053 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 | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Williams | Williams | Unchanged |
| Date of birth | 07/08/02 | 2002-07-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 3118 Sunset Boulevard | 3118 Sunset Blvd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85293 | 85293 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.52
- Name key
- lauren|williams
- Address key
- 3118|sunset|85293
- Canonical first
- lauren
Quality flags
6 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-100040 | 1.00 | Scored | — | Auto-linked |
| CLM-400033 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005998
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Williams, 2002-07-08, 3 records, Verified
Evidence
Matched against ENR-100040
| 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 automaticallyc673b013c92026-10-22 12:43:53, scoring_agentidentity id MBR-005998, confidence 1, method probabilistic, matched record ENR-100040, policy version 1
- Record linked automatically47d53d5d772026-10-19 19:54:38, scoring_agentidentity id MBR-005998, confidence 1, method probabilistic, matched record ENR-100040, policy version 1
- Record linked automatically3f10ff98fb2026-10-19 19:52:08, scoring_agentidentity id MBR-005998, confidence 1, method probabilistic, matched record ENR-100040, policy version 1
- Record linked automatically87bf2136fc2026-10-19 19:45:42, scoring_agentidentity id MBR-005998, confidence 1, method probabilistic, matched record ENR-100040, policy version 1
- Record linked automatically4401bc8a7c2026-10-19 19:32:31, scoring_agentidentity id MBR-005998, confidence 1, method probabilistic, matched record ENR-100040, policy version 1