Record, CLM, bronze and silver
CLM-403166
Received 2026-08-13T20:46:16Z, line 81,629 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 | Ann·· | Ann | Changed |
| Middle | — | — | Unchanged |
| Last name | Gilbert | Gilbert | Unchanged |
| Date of birth | 20041007 | 2004-10-07 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 567-701-1970 | 5677011970 | Parsed |
| N/A | — | Cleared | |
| Address | 2196 Sage Ct | 2196 Sage Ct | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.92
- Name key
- ann|gilbert
- Address key
- 2196|sage|85274
- Canonical first
- ann
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-403167 | 1.00 | Scored | — | Auto-linked |
| CLM-403168 | 1.00 | Scored | — | Auto-linked |
| ENR-104105 | 1.00 | Scored | — | Auto-linked |
| CLM-403170 | 1.00 | Scored | — | Auto-linked |
| CLM-403169 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004007
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ann Gilbert, 2004-10-07, 6 records, Verified
Evidence
Matched against ENR-104105
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyae1025f7612026-10-19 19:54:38, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record ENR-104105, policy version 1
- Record linked automatically902542d2042026-10-19 19:52:08, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record ENR-104105, policy version 1
- Record linked automatically7da1bdd4792026-10-19 19:45:42, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record ENR-104105, policy version 1
- Record linked automatically1d83dca2c32026-10-19 19:32:31, scoring_agentidentity id MBR-004007, confidence 1, method probabilistic, matched record ENR-104105, policy version 1
- Record linked automaticallyfa3286ff9b2026-10-19 19:31:28, matching_agentidentity id MBR-023953, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104155