Record, CLM , bronze and silver
CLM-432768
Received 2026-03-14T08:54:12Z, line 35,810 of the CLM feed
CLM Scored
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 | ·M | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 6145442274 | 6145442274 | Unchanged |
| NULL | — | Cleared | |
| Address | 548 Canyon Road | 548 Canyon Rd | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85212 | 85212 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- margaret|hall
- Address key
- 548|canyon|85212
- Canonical first
- margaret
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 |
|---|---|---|---|---|
| CLM-432769 | 1.00 | Scored | — | Auto-linked |
| ENR-143028 | 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 |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0b90b6531c2026-10-19 19:54:38, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automaticallyc57cdabbab2026-10-19 19:52:09, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automatically7e7c5fc1d82026-10-19 19:45:42, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automatically8145acef202026-10-19 19:32:31, scoring_agentidentity id MBR-016511, confidence 1, method probabilistic, matched record ENR-143028, policy version 1
- Record linked automatically9887f77e152026-10-19 19:31:28, scoring_agentidentity id MBR-022149, confidence 1, method probabilistic, matched record CLM-432770, policy version 1