Record, CLM, bronze and silver

CLM-403823

Received 2026-01-04T14:08:17Z, line 47,010 of the CLM feed

CLMScored

Bronze vs silver

Field by field: what arrived, what normalisation produced, and whether anything changed

FieldBronze (as received)Silver (normalised)Change
First nameGERALDGeraldChanged
Middle——Unchanged
Last nameMILERMilerChanged
Date of birthApr 3, 19831983-04-03Parsed
GenderF··FParsed
Member ID——Unchanged
SSN•••-••-9135•••-••-9135Unchanged
Phone850-633-17608506331760Parsed
Email——Unchanged
Address——Unchanged
City——Unchanged
State——Unchanged
ZIP-—Cleared
GroupGRP-1300GRP-1300Unchanged
PlanCORE-HMOCORE-HMOUnchanged
Quality score
0.94
Name key
gerald|miler
Address key
—
Canonical first
gerald

Quality flags

3 raised during normalisation

  • Name re-casedName letter-case rewritten to Title Case and stray characters removed
  • Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
  • Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed

Candidate pairs

Every scored comparison involving this record, highest score first

Other recordScoreMethodRuleDecision
CLM-4038210.99Scored—Auto-linked
CLM-4038220.99Scored—Auto-linked
ENR-1049510.99Scored—Auto-linked
CLM-4038200.97Scored—Auto-linked
ENR-1049500.97RuleD2 ssn4 + dob + last nameAuto-linked

Resolution

Linked 2026-10-19 19:54:36

Identity
MBR-001149
Method
Scored
Confidence
0.99
Rule
weighted score, no rule
Golden record: Gerald Miller, 1983-04-03, 6 records, Verified
Evidence
Matched against CLM-403821
FieldSimilarityWeightNote
Name0.983.0
Date of birth1.003.0exact
Phone1.001.5

Audit

5 hash-chained entries for this record

  • Record linked automatically6679582446
    2026-10-19 19:54:38, scoring_agent
    identity id MBR-001149, confidence 0.991, method probabilistic, matched record CLM-403821, policy version 1
  • Record linked automatically83461558a2
    2026-10-19 19:52:08, scoring_agent
    identity id MBR-001149, confidence 0.991, method probabilistic, matched record CLM-403821, policy version 1
  • Record linked automatically92acb14641
    2026-10-19 19:45:41, scoring_agent
    identity id MBR-001149, confidence 0.991, method probabilistic, matched record CLM-403821, policy version 1
  • Record linked automaticallyb1a6f09905
    2026-10-19 19:32:31, scoring_agent
    identity id MBR-001149, confidence 0.991, method probabilistic, matched record CLM-403821, policy version 1
  • Record linked automatically717cbeaffb
    2026-10-19 19:31:28, matching_agent
    identity id MBR-012034, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104980