Record, CLM, bronze and silver
CLM-424570
Received 2026-06-16T22:07:21Z, line 52,055 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 | Nichols, Eugene | Eugene | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nichols | Changed |
| Date of birth | 11-03-1980 | 1980-03-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2274 | •••-••-2274 | Unchanged |
| Phone | 4201408 | — | Cleared |
| NULL | — | Cleared | |
| Address | 1911 Palm Dr | 1911 Palm Dr | Unchanged |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85031 | 85031 | Unchanged |
| Group | GRP-4279 | GRP-4279 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.52
- Name key
- eugene|nichols
- Address key
- 1911|palm|85031
- Canonical first
- eugene
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-60842 | 1.00 | Scored | — | Auto-linked |
| CLM-424571 | 1.00 | Scored | — | Auto-linked |
| CLM-424569 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-60843 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002529
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Eugene Nichols, 1980-03-11, 5 records, Verified
Evidence
Matched against CLM-424571
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye63784846e2026-10-19 19:54:38, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424571, policy version 1
- Record linked automaticallyef853c0a0e2026-10-19 19:52:08, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424571, policy version 1
- Record linked automatically14ca12830b2026-10-19 19:45:41, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424571, policy version 1
- Record linked automatically399dc4a1a22026-10-19 19:32:31, scoring_agentidentity id MBR-002529, confidence 1, method probabilistic, matched record CLM-424571, policy version 1
- Record linked automatically4ecca76d952026-10-19 19:31:28, matching_agentidentity id MBR-005678, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-424571