Record, CLM, bronze and silver
CLM-409852
Received 2026-07-23T16:00:06Z, line 87,539 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 | DENISE | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | ·STEPHENS | Stephens | Changed |
| Date of birth | 1995-08-16 | 1995-08-16 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-99350-16 | UHC-99350-16 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 914-684-9485 | 9146849485 | Parsed |
| — | — | Unchanged | |
| Address | 2140 Baseline Road | 2140 Baseline Rd | Changed |
| City | TUCSON | Tucson | Changed |
| State | az | AZ | Changed |
| ZIP | 85752 | 85752 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.58
- Name key
- denise|stephens
- Address key
- 2140|baseline|85752
- Canonical first
- denise
Quality flags
9 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
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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-409851 | 1.00 | Scored | — | Auto-linked |
| CLM-409854 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409855 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112988 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409853 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029228
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Stephens, 1995-08-16, 5 records, Verified
Evidence
Matched against CLM-409851
| 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 automaticallyfe356b4d2f2026-10-19 19:54:38, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automaticallydc5fdb20a62026-10-19 19:52:09, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automatically9a6bbcc2de2026-10-19 19:45:42, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automaticallyf1174015112026-10-19 19:32:31, scoring_agentidentity id MBR-029228, confidence 1, method probabilistic, matched record CLM-409851, policy version 1
- Record linked automaticallyb17b60b7c72026-10-19 19:31:28, scoring_agentidentity id MBR-024405, confidence 0.996, method probabilistic, matched record CLM-409851, policy version 1