Record, CLM, bronze and silver
CLM-403812
Received 2026-06-09T11:58:47Z, line 4,730 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 | DEBORAH | Deborah | Changed |
| Middle | ···· | — | Unchanged |
| Last name | BISHOP | Bishop | Changed |
| Date of birth | Apr 21, 1961 | 1961-04-21 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 7177 Baseline Rd | 7177 Baseline Rd | Unchanged |
| City | PHOENIX·· | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85079 | 85079 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- deborah|bishop
- Address key
- 7177|baseline|85079
- Canonical first
- deborah
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-104947 | 0.85 | Scored | — | Auto-linked |
| ENR-104946 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022384
- Method
- Scored
- Confidence
- 0.85
- Rule
- weighted score, no rule
Golden record: Deborah Bishop, 1961-04-12, 3 records, Verified
Evidence
Matched against ENR-104947
| 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 automatically149b2ac88d2026-10-19 19:54:38, scoring_agentidentity id MBR-022384, confidence 0.85, method probabilistic, matched record ENR-104947, policy version 1
- Record linked automaticallyba949539c22026-10-19 19:52:09, scoring_agentidentity id MBR-022384, confidence 0.85, method probabilistic, matched record ENR-104947, policy version 1
- Record linked automatically39e0565eaa2026-10-19 19:45:42, scoring_agentidentity id MBR-022384, confidence 0.85, method probabilistic, matched record ENR-104947, policy version 1
- Record linked automatically1f1b9fe6662026-10-19 19:32:31, scoring_agentidentity id MBR-022384, confidence 0.85, method probabilistic, matched record ENR-104947, policy version 1
- Record linked automatically35517988782026-10-19 19:31:28, scoring_agentidentity id MBR-000085, confidence 0.937, method probabilistic, matched record ENR-104967, policy version 1