Record, CLM, bronze and silver
CLM-428399
Received 2026-03-31T15:54:28Z, line 38,295 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 | Heaher | Heaher | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Castillo | Castillo | Unchanged |
| Date of birth | 03/18/70 | 1970-03-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-37392-76 | UHC-37392-76 | Parsed |
| SSN | •••-••-9713 | •••-••-9713 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 6411 Main Street | 6411 Main St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85255 | 85255 | Unchanged |
| Group | GRP-1696 | GRP-1696 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- heaher|castillo
- Address key
- 6411|main|85255
- Canonical first
- heaher
Quality flags
5 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-428398 | 0.99 | Scored | — | Auto-linked |
| ENR-137257 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023236
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Heather Castillo, 1970-03-18, 3 records, Verified
Evidence
Matched against CLM-428398
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 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 automatically499fd818442026-10-22 12:43:54, scoring_agentidentity id MBR-023236, confidence 0.995, method probabilistic, matched record CLM-428398, policy version 1
- Record linked automaticallye13bfb63632026-10-19 19:54:38, scoring_agentidentity id MBR-023236, confidence 0.995, method probabilistic, matched record CLM-428398, policy version 1
- Record linked automatically5e212674d82026-10-19 19:52:09, scoring_agentidentity id MBR-023236, confidence 0.995, method probabilistic, matched record CLM-428398, policy version 1
- Record linked automaticallybaf63287f02026-10-19 19:45:42, scoring_agentidentity id MBR-023236, confidence 0.995, method probabilistic, matched record CLM-428398, policy version 1
- Record linked automaticallye7d7722c202026-10-19 19:32:31, scoring_agentidentity id MBR-023236, confidence 0.995, method probabilistic, matched record CLM-428398, policy version 1
- Record linked automaticallyd14e0b9a162026-10-19 19:31:28, scoring_agentidentity id MBR-022253, confidence 1, method probabilistic, matched record TPA-62490, policy version 1