Record, CLM, bronze and silver
CLM-428398
Received 2026-05-22T15:51:52Z, line 74,791 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 | Heather | Heather | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Castillo | Castillo | Unchanged |
| Date of birth | Mar 18, 1970 | 1970-03-18 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | null | — | Cleared |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 6411 Main Street | 6411 Main St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85255·· | 85255 | Changed |
| Group | GRP-1696 | GRP-1696 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- heather|castillo
- Address key
- 6411|main|85255
- Canonical first
- heather
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| ENR-137257 | 1.00 | Scored | — | Auto-linked |
| CLM-428399 | 0.99 | Scored | — | Auto-linked |
| CLM-423654 | 0.67 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023236
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Castillo, 1970-03-18, 3 records, Verified
Evidence
Matched against ENR-137257
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically5d5bbf6da32026-10-22 12:43:54, scoring_agentidentity id MBR-023236, confidence 1, method probabilistic, matched record ENR-137257, policy version 1
- Record linked automaticallye6383cf9ea2026-10-19 19:54:38, scoring_agentidentity id MBR-023236, confidence 1, method probabilistic, matched record ENR-137257, policy version 1
- Record linked automatically599f95a4002026-10-19 19:52:09, scoring_agentidentity id MBR-023236, confidence 1, method probabilistic, matched record ENR-137257, policy version 1
- Record linked automatically35385f77f92026-10-19 19:45:42, scoring_agentidentity id MBR-023236, confidence 1, method probabilistic, matched record ENR-137257, policy version 1
- Record linked automaticallyc01045dea82026-10-19 19:32:31, scoring_agentidentity id MBR-023236, confidence 1, method probabilistic, matched record ENR-137257, policy version 1
- Record linked automatically47576ac83f2026-10-19 19:31:28, matching_agentidentity id MBR-036644, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137505