Record, CLM, bronze and silver
CLM-409643
Received 2026-04-25T22:24:13Z, line 12,620 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 | GERALD | Gerald | Changed |
| Middle | — | — | Unchanged |
| Last name | NICHOLS | Nichols | Changed |
| Date of birth | ·1956-12-02 | 1956-12-02 | Parsed |
| Gender | Female·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0336 | •••-••-0336 | Parsed |
| Phone | (225) 272-2408·· | 2252722408 | Parsed |
| N/A | — | Cleared | |
| Address | 592 Broadway | 592 Broadway | Unchanged |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90092-5227 | 90092 | Changed |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- gerald|nichols
- Address key
- 592|broadway|90092
- Canonical first
- gerald
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-409642 | 1.00 | Scored | — | Auto-linked |
| TPA-54198 | 1.00 | Scored | — | Auto-linked |
| ENR-112702 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-112701 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010210
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gerald Nichols, 1956-12-02, 5 records, Verified
Evidence
Matched against CLM-409642
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically0d4968ada02026-10-19 19:54:38, scoring_agentidentity id MBR-010210, confidence 1, method probabilistic, matched record CLM-409642, policy version 1
- Record linked automatically93649cb5b52026-10-19 19:52:09, scoring_agentidentity id MBR-010210, confidence 1, method probabilistic, matched record CLM-409642, policy version 1
- Record linked automatically1730510d8e2026-10-19 19:45:42, scoring_agentidentity id MBR-010210, confidence 1, method probabilistic, matched record CLM-409642, policy version 1
- Record linked automaticallyd696fdab9d2026-10-19 19:32:31, scoring_agentidentity id MBR-010210, confidence 1, method probabilistic, matched record CLM-409642, policy version 1
- Record linked automaticallydfff7343262026-10-19 19:31:28, scoring_agentidentity id MBR-027089, confidence 1, method probabilistic, matched record ENR-112732, policy version 1