Record, CLM, bronze and silver
CLM-432769
Received 2026-05-27T14:19:28Z, line 45,837 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 | Hall, Margaret | Margaret | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Hall | Changed |
| Date of birth | 11/13/2004 | 2004-11-13 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | ·· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 548 Canyon Road | 548 Canyon Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85212-3761 | 85212 | Changed |
| Group | GRP-3481 | GRP-3481 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.36
- Name key
- margaret|hall
- Address key
- 548|canyon|85212
- Canonical first
- margaret
Quality flags
8 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-143028 | 1.00 | Scored | — | Auto-linked |
| CLM-432768 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016511
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Margaret Hall, 2004-11-13, 3 records, Verified
Evidence
Matched against ENR-143028
| 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 automaticallya11bd9b3f62026-10-19 19:54:38, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automatically25e0c2aa3a2026-10-19 19:52:09, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automatically179312f4842026-10-19 19:45:42, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automaticallya4d3be456f2026-10-19 19:32:31, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automaticallyf7b4f280432026-10-19 19:31:28, scoring_agentidentity id MBR-022149, confidence 1, method probabilistic, matched record CLM-432770, policy version 1