Record, CLM, bronze and silver
CLM-412109
Received 2026-06-24T21:12:56Z, line 9,804 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 | Nunez, Mrailyn | Mrailyn | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Nunez | Changed |
| Date of birth | Aug 16, 1974 | 1974-08-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | (489) 716-4544 | 4897164544 | Parsed |
| marilyn.nunez64@gmail.com·· | marilyn.nunez64@gmail.com | Changed | |
| Address | 4466 Broadway | 4466 Broadway | Unchanged |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32235 | 32235 | Unchanged |
| Group | ·- | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- mrailyn|nunez
- Address key
- 4466|broadway|32235
- Canonical first
- mrailyn
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)
- 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 |
|---|---|---|---|---|
| PRV-23507 | 0.99 | Scored | — | Auto-linked |
| CLM-412108 | 0.99 | Scored | — | Auto-linked |
| PRV-23506 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010281
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Marilyn Nunez, 1974-08-16, 4 records, Verified
Evidence
Matched against PRV-23507
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically4821d1d8f82026-10-22 12:43:54, scoring_agentidentity id MBR-010281, confidence 0.995, method probabilistic, matched record PRV-23507, policy version 1
- Record linked automaticallyfd19bcac602026-10-19 19:54:38, scoring_agentidentity id MBR-010281, confidence 0.995, method probabilistic, matched record PRV-23507, policy version 1
- Record linked automatically416ed4badb2026-10-19 19:52:09, scoring_agentidentity id MBR-010281, confidence 0.995, method probabilistic, matched record PRV-23507, policy version 1
- Record linked automatically2a64207a472026-10-19 19:45:42, scoring_agentidentity id MBR-010281, confidence 0.995, method probabilistic, matched record PRV-23507, policy version 1
- Record linked automatically38d254589b2026-10-19 19:32:31, scoring_agentidentity id MBR-010281, confidence 0.995, method probabilistic, matched record PRV-23507, policy version 1
- Record linked automatically20cd2f63052026-10-19 19:31:28, matching_agentidentity id MBR-035824, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-55361