Record, CLM, bronze and silver
CLM-409044
Received 2026-08-11T19:37:03Z, line 27,184 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 | Ford, Doirs | Doirs | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ford | Changed |
| Date of birth | 1985-08-03 | 1985-08-03 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | +1 274 493 8096 | 2744938096 | Parsed |
| — | — | Unchanged | |
| Address | 4869 Meadow Ln | 4869 Meadow Ln | Unchanged |
| City | MESA | Mesa | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85259 | 85259 | Unchanged |
| Group | GRP-0805·· | GRP-0805 | Changed |
| Plan | NULL | — | Cleared |
- Quality score
- 0.66
- Name key
- doirs|ford
- Address key
- 4869|meadow|85259
- Canonical first
- doirs
Quality flags
5 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-409045 | 0.99 | Scored | — | Auto-linked |
| ENR-111959 | 0.99 | Scored | — | Auto-linked |
| PRV-22664 | 0.93 | Scored | — | Auto-linked |
| ENR-111960 | 0.87 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019908
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Doris Ford, 1985-08-03, 5 records, Verified
Evidence
Matched against CLM-409045
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically20e5648ddc2026-10-19 19:54:38, scoring_agentidentity id MBR-019908, confidence 0.992, method probabilistic, matched record CLM-409045, policy version 1
- Record linked automatically2aa8127a3a2026-10-19 19:52:09, scoring_agentidentity id MBR-019908, confidence 0.992, method probabilistic, matched record CLM-409045, policy version 1
- Record linked automatically22c1cd23692026-10-19 19:45:42, scoring_agentidentity id MBR-019908, confidence 0.992, method probabilistic, matched record CLM-409045, policy version 1
- Record linked automatically6555a0a7352026-10-19 19:32:31, scoring_agentidentity id MBR-019908, confidence 0.992, method probabilistic, matched record CLM-409045, policy version 1
- Record linked automaticallyc4c56d00922026-10-19 19:31:28, scoring_agentidentity id MBR-007098, confidence 1, method probabilistic, matched record CLM-409043, policy version 1