Record, CLM, bronze and silver
CLM-402814
Received 2026-01-16T12:06:46Z, line 43,321 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 | OBrien, Brandon | Brandon | Changed |
| Middle | Y. | Y | Changed |
| Last name | — | Obrien | Changed |
| Date of birth | 1985-10-23 | 1985-10-23 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·- | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | 2492 Forest Avenue | 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 | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- brandon|obrien
- Address key
- 2492|forest|89131
- Canonical first
- brandon
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
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-402812 | 1.00 | Scored | — | Auto-linked |
| CLM-402813 | 1.00 | Scored | — | Auto-linked |
| CLM-402811 | 1.00 | Scored | — | Auto-linked |
| ENR-103621 | 0.99 | Scored | — | 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-402812
| 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 automatically1a664e35a02026-10-22 12:43:53, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402812, policy version 1
- Record linked automaticallyf60cc76f882026-10-19 19:54:38, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402812, policy version 1
- Record linked automaticallydf6a24a2b52026-10-19 19:52:08, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402812, policy version 1
- Record linked automaticallyb0744f08092026-10-19 19:45:42, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402812, policy version 1
- Record linked automatically93acc9e99b2026-10-19 19:32:31, scoring_agentidentity id MBR-004931, confidence 1, method probabilistic, matched record CLM-402812, policy version 1
- Record linked automatically654f46a4992026-10-19 19:31:28, scoring_agentidentity id MBR-021983, confidence 1, method probabilistic, matched record TPA-51291, policy version 1