Record, CLM, bronze and silver
CLM-432715
Received 2026-05-25T18:24:28Z, line 68,442 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 | Randy·· | Randy | Changed |
| Middle | — | — | Unchanged |
| Last name | Riley | Riley | Unchanged |
| Date of birth | 1975-07-01 | 1975-07-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-2837 | •••-••-2837 | Unchanged |
| Phone | 5105808 | — | Cleared |
| ·null | — | Cleared | |
| Address | 2611 Jefferson Avenue | 2611 Jefferson Ave | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75054 | 75054 | Unchanged |
| Group | null | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.66
- Name key
- randy|riley
- Address key
- 2611|jefferson|75054
- Canonical first
- randy
Quality flags
5 raised during normalisation
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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 |
|---|---|---|---|---|
| TPA-64432 | 1.00 | Scored | — | Auto-linked |
| CLM-432716 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-142959 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032268
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Riley, 1975-07-01, 4 records, Verified
Evidence
Matched against TPA-64432
| 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 automatically795e9962bc2026-10-22 12:43:54, scoring_agentidentity id MBR-032268, confidence 1, method probabilistic, matched record TPA-64432, policy version 1
- Record linked automatically609fea25e12026-10-19 19:54:38, scoring_agentidentity id MBR-032268, confidence 1, method probabilistic, matched record TPA-64432, policy version 1
- Record linked automaticallyf6ed2d836f2026-10-19 19:52:09, scoring_agentidentity id MBR-032268, confidence 1, method probabilistic, matched record TPA-64432, policy version 1
- Record linked automaticallya12677cc822026-10-19 19:45:42, scoring_agentidentity id MBR-032268, confidence 1, method probabilistic, matched record TPA-64432, policy version 1
- Record linked automaticallydd6a1189952026-10-19 19:32:31, scoring_agentidentity id MBR-032268, confidence 1, method probabilistic, matched record TPA-64432, policy version 1
- Record linked automaticallyeead47034c2026-10-19 19:31:28, matching_agentidentity id MBR-006151, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-432714