Record, CLM, bronze and silver
CLM-415568
Received 2026-05-14T12:46:30Z, line 86,046 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Singh, Ben | Ben | Changed |
| Middle | P | P | Unchanged |
| Last name | ···· | Singh | Changed |
| Date of birth | 04-11-1948 | 1948-11-04 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7449 | •••-••-7449 | Unchanged |
| Phone | null | — | Cleared |
| N/A | — | Cleared | |
| Address | 747 Ocean Ave | 747 Ocean Ave | Unchanged |
| City | San Antonio | San Antonio | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78286 | 78286 | Unchanged |
| Group | NULL·· | — | Cleared |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.66
- Name key
- benjamin|singh
- Address key
- 747|ocean|78286
- 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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-415567 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-120519 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003980
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Benjamin Singh, 1948-11-04, 3 records, Verified
Evidence
Matched against CLM-415567
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically584bbdf9ba2026-10-19 19:54:38, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-415567
- Record linked automatically0773f52b082026-10-19 19:52:08, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-415567
- Record linked automaticallyb4401ecfc92026-10-19 19:45:42, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-415567
- Record linked automatically068674f0cc2026-10-19 19:32:31, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-415567
- Record linked automatically86927649402026-10-19 19:31:28, scoring_agentidentity id MBR-023913, confidence 1, method probabilistic, matched record PRV-24565, policy version 1