Record, CLM, bronze and silver
CLM-422442
Received 2026-01-03T00:06:09Z, line 20,979 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 | Emma, Silva | Silva | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Emma | Changed |
| Date of birth | 06/11/1977 | 1977-06-11 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 13613258723 | 3613258723 | Parsed |
| - | — | Cleared | |
| Address | 7932 Grand Ave | 7932 Grand Ave | Unchanged |
| City | Tucson·· | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85788-0652 | 85788 | Changed |
| Group | ·· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- silva|emma
- Address key
- 7932|grand|85788
- Canonical first
- silva
Quality flags
7 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-129413 | 0.98 | Scored | — | Auto-linked |
| TPA-59857 | 0.77 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000644
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Emma Silva, 1977-06-11, 7 records, Verified
Evidence
Matched against ENR-129413
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| 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 automatically7d393945632026-10-19 19:54:38, scoring_agentidentity id MBR-000644, confidence 0.984, method probabilistic, matched record ENR-129413, policy version 1
- Record linked automatically44b4c0d0742026-10-19 19:52:08, scoring_agentidentity id MBR-000644, confidence 0.984, method probabilistic, matched record ENR-129413, policy version 1
- Record linked automaticallyfbbf19e1672026-10-19 19:45:41, scoring_agentidentity id MBR-000644, confidence 0.984, method probabilistic, matched record ENR-129413, policy version 1
- Record linked automaticallyc54a79f7072026-10-19 19:32:31, scoring_agentidentity id MBR-000644, confidence 0.984, method probabilistic, matched record ENR-129413, policy version 1
- Record linked automatically6f7d22d3892026-10-19 19:31:28, matching_agentidentity id MBR-025489, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-422443