Record, CLM, bronze and silver
CLM-420170
Received 2026-02-01T11:11:02Z, line 13,006 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 | MARIA G | Maria | Changed |
| Middle | ·· | G | Changed |
| Last name | ARMSTRONG | Armstrong | Changed |
| Date of birth | 1965-02-02 | 1965-02-02 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-58502-70 | UHC-58502-70 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | null | — | Cleared |
| ·· | — | Unchanged | |
| Address | 6800 MAPLE AVE | 6800 Maple Ave | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33677 | 33677 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.52
- Name key
- maria|armstrong
- Address key
- 6800|maple|33677
- Canonical first
- maria
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-58880 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009464
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Maria Armstrong, 1965-02-02, 2 records, Verified
Evidence
Matched against TPA-58880
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc2a5eda4102026-10-19 19:54:38, scoring_agentidentity id MBR-009464, confidence 1, method probabilistic, matched record TPA-58880, policy version 1
- Record linked automaticallyd03020b54c2026-10-19 19:52:09, scoring_agentidentity id MBR-009464, confidence 1, method probabilistic, matched record TPA-58880, policy version 1
- Record linked automatically67ff9fb7182026-10-19 19:45:42, scoring_agentidentity id MBR-009464, confidence 1, method probabilistic, matched record TPA-58880, policy version 1
- Record linked automaticallye381c24ad92026-10-19 19:32:31, scoring_agentidentity id MBR-009464, confidence 1, method probabilistic, matched record TPA-58880, policy version 1
- Record linked automatically545d60f50f2026-10-19 19:31:28, matching_agentidentity id MBR-004507, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420171