Record, CLM, bronze and silver
CLM-402943
Received 2026-02-02T21:41:10Z, line 82,635 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 | Ralph | Ralph | Unchanged |
| Middle | F | F | Unchanged |
| Last name | Little | Little | Unchanged |
| Date of birth | 1971-04-28 | 1971-04-28 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·- | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| NULL | — | Cleared | |
| Address | 8807 JEFFERSON AVE | 8807 Jefferson Ave | Changed |
| City | Plano·· | Plano | Changed |
| State | ·TX | TX | Changed |
| ZIP | 75035 | 75035 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·- | — | Cleared |
- Quality score
- 0.66
- Name key
- ralph|little
- Address key
- 8807|jefferson|75035
- Canonical first
- ralph
Quality flags
5 raised during normalisation
- 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
- 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-402942 | 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-402942
| 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 automatically68503d004b2026-10-19 19:54:38, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402942, policy version 1
- Record linked automatically18fdc9d0ac2026-10-19 19:52:09, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402942, policy version 1
- Record linked automaticallyfdfc1b01ce2026-10-19 19:45:42, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402942, policy version 1
- Record linked automaticallyac5fcd721e2026-10-19 19:32:31, scoring_agentidentity id MBR-009891, confidence 0.925, method probabilistic, matched record CLM-402942, policy version 1
- Record linked automaticallyec0033261e2026-10-19 19:31:28, matching_agentidentity id MBR-017886, confidence 0.96, rule D3 member_id + name, method deterministic, matched record TPA-51353