Record, CLM, bronze and silver
CLM-418868
Received 2026-03-05T12:22:26Z, line 75,545 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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Castillo·· | Castillo | Changed |
| Date of birth | 1940-11-11 | 1940-11-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-29086-90 | UHC-29086-90 | Unchanged |
| SSN | - | — | Cleared |
| Phone | (764) 461-9224 | 7644619224 | Parsed |
| — | — | Unchanged | |
| Address | 2447 Mesa Drive | 2447 Mesa Dr | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | 43292-2057 | 43292 | Changed |
| Group | GRP-0171 | GRP-0171 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- barbara|castillo
- Address key
- 2447|mesa|43292
- Canonical first
- barbara
Quality flags
6 raised during normalisation
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-58365 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016435
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Barbara Castillo, 1940-11-11, 2 records, Verified
Evidence
Matched against TPA-58365
| 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 automatically62b093910c2026-10-19 19:54:38, scoring_agentidentity id MBR-016435, confidence 1, method probabilistic, matched record TPA-58365, policy version 1
- Record linked automatically84dfe620b02026-10-19 19:52:09, scoring_agentidentity id MBR-016435, confidence 1, method probabilistic, matched record TPA-58365, policy version 1
- Record linked automatically845961fbad2026-10-19 19:45:42, scoring_agentidentity id MBR-016435, confidence 1, method probabilistic, matched record TPA-58365, policy version 1
- Record linked automatically78190269502026-10-19 19:32:31, scoring_agentidentity id MBR-016435, confidence 1, method probabilistic, matched record TPA-58365, policy version 1
- Record linked automatically3b468f8c312026-10-19 19:31:28, scoring_agentidentity id MBR-022860, confidence 1, method probabilistic, matched record CLM-418867, policy version 1