Record, CLM, bronze and silver
CLM-410544
Received 2026-07-31T07:47:57Z, line 27,204 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 | Nicole | Nicole | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nunez | Nunez | Unchanged |
| Date of birth | UNKNOWN | — | Cleared |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-7682 | •••-••-7682 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 6643 Valley View Drive | 6643 Valley View Dr | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.52
- Name key
- nicole|nunez
- Address key
- 6643|valley view|dallas
- Canonical first
- nicole
Quality flags
6 raised during normalisation
- Date of birth missingDate of birth absent or a null token; left empty
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-410545 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-040174
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicole Nunez, 2 records, Verified
Evidence
Matched against CLM-410545
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4babb92b452026-10-19 19:54:39, scoring_agentidentity id MBR-040174, confidence 1, method probabilistic, matched record CLM-410545, policy version 1
- Record linked automaticallyfbd0a8299f2026-10-19 19:52:09, scoring_agentidentity id MBR-040174, confidence 1, method probabilistic, matched record CLM-410545, policy version 1
- Record linked automatically87af9ffbee2026-10-19 19:45:42, scoring_agentidentity id MBR-040174, confidence 1, method probabilistic, matched record CLM-410545, policy version 1
- Record linked automatically1e312237732026-10-19 19:32:31, scoring_agentidentity id MBR-040174, confidence 1, method probabilistic, matched record CLM-410545, policy version 1
- Record linked automatically3eaf2396262026-10-19 19:31:28, matching_agentidentity id MBR-036143, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-113941