Record, CLM, bronze and silver
CLM-416430
Received 2026-02-10T04:16:41Z, line 27,600 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 | ANN | Ann | Changed |
| Middle | U | U | Unchanged |
| Last name | LUNA | Luna | Changed |
| Date of birth | 2007-08-13 | 2007-08-13 | Unchanged |
| Gender | Female·· | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | ·· | — | Unchanged |
| Phone | 915.862.7196 | 9158627196 | Parsed |
| NULL | — | Cleared | |
| Address | 6600 Hillcrest Road | 6600 Hillcrest Rd | Changed |
| City | ·Tucson | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85711 | 85711 | Unchanged |
| Group | — | — | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.60
- Name key
- ann|luna
- Address key
- 6600|hillcrest|85711
- Canonical first
- ann
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-416431 | 1.00 | Scored | — | Auto-linked |
| ENR-121586 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011889
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ann Luna, 2007-08-13, 3 records, Verified
Evidence
Matched against CLM-416431
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically0311c9959a2026-10-19 19:54:38, scoring_agentidentity id MBR-011889, confidence 1, method probabilistic, matched record CLM-416431, policy version 1
- Record linked automatically62bf62ce8c2026-10-19 19:52:09, scoring_agentidentity id MBR-011889, confidence 1, method probabilistic, matched record CLM-416431, policy version 1
- Record linked automatically75649045032026-10-19 19:45:42, scoring_agentidentity id MBR-011889, confidence 1, method probabilistic, matched record CLM-416431, policy version 1
- Record linked automaticallyd45d2d93222026-10-19 19:32:31, scoring_agentidentity id MBR-011889, confidence 1, method probabilistic, matched record CLM-416431, policy version 1
- Record linked automatically649c71aa322026-10-19 19:31:28, scoring_agentidentity id MBR-034808, confidence 1, method probabilistic, matched record CLM-416431, policy version 1