Record, CLM, bronze and silver
CLM-421090
Received 2026-01-28T22:46:32Z, line 24,884 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 | DAVD | Davd | Changed |
| Middle | — | — | Unchanged |
| Last name | BUTLER·· | Butler | Changed |
| Date of birth | 12/28/2004 | 2004-12-28 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 2061 Lake View Road | 2061 Lake View Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85277 | 85277 | Unchanged |
| Group | GRP-3894 | GRP-3894 | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.62
- Name key
- davd|butler
- Address key
- 2061|lake view|85277
- Canonical first
- davd
Quality flags
7 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)
- 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-127690 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005597
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: David Butler, 2004-12-28, 3 records, Verified
Evidence
Matched against ENR-127690
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically242a3396562026-10-19 19:54:38, scoring_agentidentity id MBR-005597, confidence 0.993, method probabilistic, matched record ENR-127690, policy version 1
- Record linked automatically6541bb48b12026-10-19 19:52:08, scoring_agentidentity id MBR-005597, confidence 0.993, method probabilistic, matched record ENR-127690, policy version 1
- Record linked automaticallyaa695a4ce72026-10-19 19:45:42, scoring_agentidentity id MBR-005597, confidence 0.993, method probabilistic, matched record ENR-127690, policy version 1
- Record linked automaticallyd6c14e67b02026-10-19 19:32:31, scoring_agentidentity id MBR-005597, confidence 0.993, method probabilistic, matched record ENR-127690, policy version 1
- Record linked automatically83de8b64062026-10-19 19:31:28, matching_agentidentity id MBR-017904, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127664