Record, CLM, bronze and silver
CLM-432114
Received 2026-01-22T15:52:27Z, line 50,277 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 | Miller, Julie | Julie | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Miller | Changed |
| Date of birth | 2007-01-20 | 2007-01-20 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (627) 840-6030 | 6278406030 | Parsed |
| N/A | — | Cleared | |
| Address | 7356 Camelback Rd | 7356 Camelback Rd | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | NULL | — | Cleared |
| Group | GRP-7390 | GRP-7390 | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.52
- Name key
- julie|miller
- Address key
- 7356|camelback|tucson
- Canonical first
- julie
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| PRV-29392 | 0.94 | Scored | — | Auto-linked |
| ENR-142164 | 0.94 | Scored | — | Auto-linked |
| TPA-64178 | 0.94 | Scored | — | Auto-linked |
| CLM-432113 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006733
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Julie Miller, 2007-01-20, 5 records, Verified
Evidence
Matched against PRV-29392
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically06ab797d4b2026-10-19 19:54:38, scoring_agentidentity id MBR-006733, confidence 0.937, method probabilistic, matched record PRV-29392, policy version 1
- Record linked automaticallyd50dd3a2742026-10-19 19:52:09, scoring_agentidentity id MBR-006733, confidence 0.937, method probabilistic, matched record PRV-29392, policy version 1
- Record linked automatically52d50c47682026-10-19 19:45:42, scoring_agentidentity id MBR-006733, confidence 0.937, method probabilistic, matched record PRV-29392, policy version 1
- Record linked automatically70c0132ec22026-10-19 19:32:31, scoring_agentidentity id MBR-006733, confidence 0.937, method probabilistic, matched record PRV-29392, policy version 1
- Record linked automatically1db8535d112026-10-19 19:31:28, matching_agentidentity id MBR-004981, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432112