Record, CLM, bronze and silver
CLM-402221
Received 2026-02-27T23:25:06Z, line 45,417 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 | KIM | Kim | Changed |
| Middle | — | — | Unchanged |
| Last name | CRAWFORD | Crawford | Changed |
| Date of birth | 10/25/95 | 1995-10-25 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| kimberly.crawford@gmail.com | kimberly.crawford@gmail.com | Unchanged | |
| Address | 3927 Ocean Ave Apt 12 | 3927 Ocean Ave Apt 12 | Unchanged |
| City | DALLAS | Dallas | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75218 | 75218 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.50
- Name key
- kimberly|crawford
- Address key
- 3927|ocean|75218
- Canonical first
- kimberly
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-102843 | 1.00 | Scored | — | Auto-linked |
| CLM-402223 | 1.00 | Scored | — | Auto-linked |
| CLM-402222 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013089
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Crawford, 1995-10-25, 4 records, Verified
Evidence
Matched against CLM-402222
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallyace660b4aa2026-10-19 19:54:38, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402222, policy version 1
- Record linked automatically384129eb732026-10-19 19:52:09, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402222, policy version 1
- Record linked automatically770fdcee5a2026-10-19 19:45:42, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402222, policy version 1
- Record linked automatically21b6a0c61c2026-10-19 19:32:31, scoring_agentidentity id MBR-013089, confidence 1, method probabilistic, matched record CLM-402222, policy version 1