Record, CLM, bronze and silver
CLM-420892
Received 2026-05-05T06:19:56Z, line 67,839 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, Benjamin | Benjamin | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Collins | Changed |
| Date of birth | 2004-03-16 | 2004-03-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | ·(727) 717-0303 | 7277170303 | Parsed |
| N/A | — | Cleared | |
| Address | 1636 APACHE BOULEVARD | 1636 Apache Blvd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85757 | 85757 | Unchanged |
| Group | GRP-8592 | GRP-8592 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- benjamin|collins
- Address key
- 1636|apache|85757
- Canonical first
- benjamin
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
- 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-420894 | 1.00 | Scored | — | Auto-linked |
| ENR-127451 | 1.00 | Scored | — | Auto-linked |
| CLM-420893 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013132
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Benjamin Collins, 2004-03-16, 4 records, Verified
Evidence
Matched against CLM-420893
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd2aa2a9cd22026-10-22 12:43:54, scoring_agentidentity id MBR-013132, confidence 1, method probabilistic, matched record CLM-420893, policy version 1
- Record linked automaticallyfc742872d82026-10-19 19:54:38, scoring_agentidentity id MBR-013132, confidence 1, method probabilistic, matched record CLM-420893, policy version 1
- Record linked automaticallyf28e7754132026-10-19 19:52:09, scoring_agentidentity id MBR-013132, confidence 1, method probabilistic, matched record CLM-420893, policy version 1
- Record linked automatically69bfa5d9912026-10-19 19:45:42, scoring_agentidentity id MBR-013132, confidence 1, method probabilistic, matched record CLM-420893, policy version 1
- Record linked automaticallya049da5ae12026-10-19 19:32:31, scoring_agentidentity id MBR-013132, confidence 1, method probabilistic, matched record CLM-420893, policy version 1
- Record linked automatically6e5247ebbd2026-10-19 19:31:28, scoring_agentidentity id MBR-036129, confidence 1, method probabilistic, matched record ENR-127413, policy version 1