Record, CLM, bronze and silver
CLM-402942
Received 2026-05-05T16:07:51Z, line 72,765 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 | Little, Ralph | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Little | Changed |
| Date of birth | Apr 28, 1971 | 1971-04-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2976 | •••-••-2976 | Unchanged |
| Phone | 370.423.0420 | 3704230420 | Parsed |
| ·N/A | — | Cleared | |
| Address | 8807 JEFFERSON AVENUE | 8807 Jefferson Ave | Changed |
| City | PLANO | Plano | Changed |
| State | ·TX | TX | Changed |
| ZIP | NULL | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.32
- Name key
- ralph|little
- Address key
- 8807|jefferson|plano
- Canonical first
- ralph
Quality flags
10 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-402943 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009891
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Ralph Little, 1971-04-28, 2 records, Verified
Evidence
Matched against CLM-402943
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye66a9f7ff62026-10-19 19:54:38, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402943, policy version 1
- Record linked automatically55e0ef84d02026-10-19 19:52:09, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402943, policy version 1
- Record linked automatically1c49c3cf2b2026-10-19 19:45:42, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402943, policy version 1
- Record linked automatically8203d066042026-10-19 19:32:31, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402943, policy version 1
- Record linked automaticallya8800b88ba2026-10-19 19:31:28, matching_agentidentity id MBR-023416, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402941