Record, CLM, bronze and silver
CLM-411129
Received 2026-09-20T18:39:27Z, line 55,215 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 | Hughes, Nicole | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Hughes | Changed |
| Date of birth | 10/12/01 | 2001-10-12 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9981 | •••-••-9981 | Unchanged |
| Phone | N/A·· | — | Cleared |
| - | — | Cleared | |
| Address | 5263 Willow Court | 5263 Willow Ct | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43271 | 43271 | Unchanged |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.36
- Name key
- nicole|hughes
- Address key
- 5263|willow|43271
- Canonical first
- nicole
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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 |
|---|---|---|---|---|
| ENR-114627 | 0.99 | Scored | — | Auto-linked |
| CLM-411130 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-036719
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nicole Hughes, 2001-10-12, 4 records, Verified
Evidence
Matched against ENR-114627
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc303a909642026-10-19 19:54:39, scoring_agentidentity id MBR-036719, confidence 0.986, method probabilistic, matched record ENR-114627, policy version 1
- Record linked automatically295c388ffe2026-10-19 19:52:09, scoring_agentidentity id MBR-036719, confidence 0.986, method probabilistic, matched record ENR-114627, policy version 1
- Record linked automatically1aaaaf48192026-10-19 19:45:42, scoring_agentidentity id MBR-036719, confidence 0.986, method probabilistic, matched record ENR-114627, policy version 1
- Record linked automatically1ceaa9728a2026-10-19 19:32:31, scoring_agentidentity id MBR-036719, confidence 0.986, method probabilistic, matched record ENR-114627, policy version 1
- Record linked automatically5f87aa5a762026-10-19 19:31:28, matching_agentidentity id MBR-015891, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114734