Record, CLM, bronze and silver
CLM-415567
Received 2026-01-13T12:50:48Z, line 45,242 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 | ·BENJAMIN | Benjamin | Changed |
| Middle | ·P | P | Changed |
| Last name | SINGH | Singh | Changed |
| Date of birth | 11/04/48 | 1948-11-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-04897-53 | UHC-04897-53 | Unchanged |
| SSN | •••-••-7449 | •••-••-7449 | Unchanged |
| Phone | 14392169084 | 4392169084 | Parsed |
| null | — | Cleared | |
| Address | 747 Ocean Ave·· | 747 Ocean Ave | Changed |
| City | San Antonio | San Antonio | Unchanged |
| State | Texas·· | TX | Changed |
| ZIP | 78286 | 78286 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- benjamin|singh
- Address key
- 747|ocean|78286
- Canonical first
- benjamin
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-120519 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-415568 | 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 ENR-120519
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically74aeb5c9162026-10-19 19:54:38, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120519
- Record linked automaticallycb1572c35f2026-10-19 19:52:08, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120519
- Record linked automatically64b8d21b002026-10-19 19:45:42, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120519
- Record linked automaticallyfaf4a894d12026-10-19 19:32:31, matching_agentidentity id MBR-003980, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-120519
- Record linked automatically925b3172482026-10-19 19:31:28, scoring_agentidentity id MBR-001207, confidence 1, method probabilistic, matched record TPA-56762, policy version 1