Record, CLM, bronze and silver
CLM-426837
Received 2026-02-03T05:20:18Z, line 63,504 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 | Joe | Joe | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Bishop·· | Bishop | Changed |
| Date of birth | 10/04/1967 | 1967-10-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 625-825-9436 | 6258259436 | Parsed |
| NULL | — | Cleared | |
| Address | ·3979 ELM STREET | 3979 Elm St | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85264-0411·· | 85264 | Changed |
| Group | ·GRP-1264 | GRP-1264 | Changed |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.62
- Name key
- joseph|bishop
- Address key
- 3979|elm|85264
- Canonical first
- joseph
Quality flags
7 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-27895 | 1.00 | Scored | — | Auto-linked |
| TPA-61847 | 1.00 | Scored | — | Auto-linked |
| CLM-426836 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009976
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Bishop, 1967-10-04, 4 records, Verified
Evidence
Matched against PRV-27895
| 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 automatically22adc866c32026-10-19 19:54:38, scoring_agentidentity id MBR-009976, confidence 1, method probabilistic, matched record PRV-27895, policy version 1
- Record linked automaticallyd5f1fc0c562026-10-19 19:52:09, scoring_agentidentity id MBR-009976, confidence 1, method probabilistic, matched record PRV-27895, policy version 1
- Record linked automatically7f550c88852026-10-19 19:45:42, scoring_agentidentity id MBR-009976, confidence 1, method probabilistic, matched record PRV-27895, policy version 1
- Record linked automatically9964fb4b9a2026-10-19 19:32:31, scoring_agentidentity id MBR-009976, confidence 1, method probabilistic, matched record PRV-27895, policy version 1
- Record linked automatically5c2d1c91b52026-10-19 19:31:28, matching_agentidentity id MBR-001172, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135475