Record, CLM , bronze and silver
CLM-402813
Received 2026-03-21T10:57:15Z, line 91,500 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Brandon | Brandon | Unchanged |
| Middle | ·Y. | Y | Changed |
| Last name | OBrien | Obrien | Changed |
| Date of birth | 10/23/1985 | 1985-10-23 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-52239-76 | UHC-52239-76 | Unchanged |
| SSN | •••-••-0777 | •••-••-0777 | Unchanged |
| Phone | null·· | — | Cleared |
| — | — | Unchanged | |
| Address | 2492 FOREST AVE | 2492 Forest Ave | Changed |
| City | LAS VEGAS | Las Vegas | Changed |
| State | NV | NV | Unchanged |
| ZIP | 89131 | 89131 | Unchanged |
| Group | GRP-3315 | GRP-3315 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.60
- Name key
- brandon|obrien
- Address key
- 2492|forest|89131
- Canonical first
- brandon
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-402814 | 1.00 | Scored | — | Auto-linked |
| ENR-103621 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402812 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-402811 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004931
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brandon Obrien, 1985-10-23, 5 records, Verified
Evidence
Matched against CLM-402814
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically6a8e1735872026-10-22 12:43:53, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402814, policy version 1
- Record linked automatically4dcc79503e2026-10-19 19:54:38, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402814, policy version 1
- Record linked automatically3e2fa2cdfe2026-10-19 19:52:08, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402814, policy version 1
- Record linked automatically7398c989292026-10-19 19:45:42, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402814, policy version 1
- Record linked automatically8441f1b2aa2026-10-19 19:32:31, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402814, policy version 1
- Record linked automatically9b21b5faf72026-10-19 19:31:28, matching_agentidentity id MBR-009561, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103687