Record, CLM, bronze and silver
CLM-412544
Received 2026-01-20T19:22:27Z, line 98,448 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 | ·Ryan, Shirley | Shirley | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Ryan | Changed |
| Date of birth | 1986-10-27 | 1986-10-27 | Unchanged |
| Gender | ·NULL | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7077 | •••-••-7077 | Unchanged |
| Phone | 628-349-0014 | 6283490014 | Parsed |
| NULL | — | Cleared | |
| Address | 4300 Grand Avenue | 4300 Grand Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85243 | 85243 | Unchanged |
| Group | null | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- shirley|ryan
- Address key
- 4300|grand|85243
- Canonical first
- shirley
Quality flags
6 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
- 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
- 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-412545 | 1.00 | Scored | — | Auto-linked |
| ENR-116509 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006171
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Ryan, 1986-10-27, 3 records, Verified
Evidence
Matched against CLM-412545
| 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 automatically7624ee58712026-10-19 19:54:38, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412545, policy version 1
- Record linked automatically6c0e4f71902026-10-19 19:52:09, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412545, policy version 1
- Record linked automaticallyc10e0c82652026-10-19 19:45:42, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412545, policy version 1
- Record linked automaticallyd71838c34e2026-10-19 19:32:31, scoring_agentidentity id MBR-006171, confidence 1, method probabilistic, matched record CLM-412545, policy version 1
- Record linked automaticallye8194819192026-10-19 19:31:28, matching_agentidentity id MBR-033402, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116616