Record, CLM, bronze and silver
CLM-408981
Received 2026-05-28T20:31:41Z, line 55,498 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 | Collins, Eugene | Eugene | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Collins | Changed |
| Date of birth | 05/18/05 | 2005-05-18 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6414 | •••-••-6414 | Unchanged |
| Phone | — | — | Unchanged |
| - | — | Cleared | |
| Address | 1653 Highland Avenue | 1653 Highland Ave | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85221 | 85221 | Unchanged |
| Group | GRP-3466 | GRP-3466 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.36
- Name key
- eugene|collins
- Address key
- 1653|highland|85221
- Canonical first
- eugene
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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- City re-casedCity re-cased to Title Case
- 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-22653 | 0.99 | Scored | — | Auto-linked |
| ENR-111879 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-22652 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029074
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Eugene Collins, 2005-05-18, 4 records, Verified
Evidence
Matched against PRV-22653
| 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 automatically50d0ea9f192026-10-19 19:54:38, scoring_agentidentity id MBR-029074, confidence 0.992, method probabilistic, matched record PRV-22653, policy version 1
- Record linked automatically58daac04902026-10-19 19:52:09, scoring_agentidentity id MBR-029074, confidence 0.992, method probabilistic, matched record PRV-22653, policy version 1
- Record linked automaticallye34d1bc3192026-10-19 19:45:42, scoring_agentidentity id MBR-029074, confidence 0.992, method probabilistic, matched record PRV-22653, policy version 1
- Record linked automaticallya466860cdf2026-10-19 19:32:31, scoring_agentidentity id MBR-029074, confidence 0.992, method probabilistic, matched record PRV-22653, policy version 1
- Record linked automatically90b23605e72026-10-19 19:31:28, matching_agentidentity id MBR-032276, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-408983