Record, CLM, bronze and silver
CLM-429334
Received 2026-09-20T20:28:27Z, line 67,539 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 | BARBARA | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | KENNEDY | Kennedy | Changed |
| Date of birth | 1967-03-23 | 1967-03-23 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-82530-02 | UHC-82530-02 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 542-616-4266 | 5426164266 | Parsed |
| NULL | — | Cleared | |
| Address | 4915 Elm Street | 4915 Elm St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | ·NULL | — | Cleared |
| Group | GRP-5968 | GRP-5968 | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.46
- Name key
- barbara|kennedy
- Address key
- 4915|elm|tampa
- Canonical first
- barbara
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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-429333 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-027012
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Barbara Kennedy, 1967-03-23, 2 records, Verified
Evidence
Matched against CLM-429333
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically1ec03875562026-10-19 19:54:38, scoring_agentidentity id MBR-027012, confidence 0.925, method probabilistic, matched record CLM-429333, policy version 1
- Record linked automatically342b3770a02026-10-19 19:52:09, scoring_agentidentity id MBR-027012, confidence 0.925, method probabilistic, matched record CLM-429333, policy version 1
- Record linked automaticallye3619a72a62026-10-19 19:45:42, scoring_agentidentity id MBR-027012, confidence 0.925, method probabilistic, matched record CLM-429333, policy version 1
- Record linked automaticallybc7248945d2026-10-19 19:32:31, scoring_agentidentity id MBR-027012, confidence 0.925, method probabilistic, matched record CLM-429333, policy version 1
- Record linked automatically246435404d2026-10-19 19:31:28, scoring_agentidentity id MBR-011837, confidence 0.971, method probabilistic, matched record CLM-429337, policy version 1