Record, CLM, bronze and silver
CLM-410641
Received 2026-07-14T22:32:19Z, line 32,628 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 | Tarn, Benjamin | Benjamin | Changed |
| Middle | G. | G | Changed |
| Last name | — | Tarn | Changed |
| Date of birth | 1956-10-03 | 1956-10-03 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2771 | •••-••-2771 | Parsed |
| Phone | +1 683 281 3198 | 6832813198 | Parsed |
| — | — | Unchanged | |
| Address | 8544 INDIAN SCHOOL RD | 8544 Indian School Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85233 | 85233 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·null | — | Cleared |
- Quality score
- 0.66
- Name key
- benjamin|tarn
- Address key
- 8544|indian school|85233
- Canonical first
- benjamin
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
- 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
- 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-113955 | 0.98 | Scored | — | Auto-linked |
| CLM-410642 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-113954 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-038436
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Benjamin Tran, 1956-10-03, 4 records, Verified
Evidence
Matched against ENR-113955
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.94 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically2a41d43c742026-10-19 19:54:39, scoring_agentidentity id MBR-038436, confidence 0.981, method probabilistic, matched record ENR-113955, policy version 1
- Record linked automatically26f23376742026-10-19 19:52:09, scoring_agentidentity id MBR-038436, confidence 0.981, method probabilistic, matched record ENR-113955, policy version 1
- Record linked automaticallyff1ccd08682026-10-19 19:45:42, scoring_agentidentity id MBR-038436, confidence 0.981, method probabilistic, matched record ENR-113955, policy version 1
- Record linked automaticallyf74128f66c2026-10-19 19:32:31, scoring_agentidentity id MBR-038436, confidence 0.981, method probabilistic, matched record ENR-113955, policy version 1