Record, CLM, bronze and silver
CLM-421291
Received 2026-05-01T03:20:45Z, line 58,745 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 | ·Helen | Helen | Changed |
| Middle | — | — | Unchanged |
| Last name | Guerrero | Guerrero | Unchanged |
| Date of birth | 08/23/1991 | 1991-08-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-70876-54 | UHC-70876-54 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | (764) 285-2561 | 7642852561 | Parsed |
| — | — | Unchanged | |
| Address | 3231 Baseline Road | 3231 Baseline Rd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85329-7092 | 85329 | Changed |
| Group | - | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- helen|guerrero
- Address key
- 3231|baseline|85329
- Canonical first
- helen
Quality flags
7 raised during normalisation
- 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
- 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-59362 | 1.00 | Scored | — | Auto-linked |
| TPA-59363 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421290 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028083
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Helen Guerrero, 1991-08-23, 4 records, Verified
Evidence
Matched against TPA-59362
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1f03b205742026-10-19 19:54:38, scoring_agentidentity id MBR-028083, confidence 1, method probabilistic, matched record TPA-59362, policy version 1
- Record linked automatically0b0ec541622026-10-19 19:52:09, scoring_agentidentity id MBR-028083, confidence 1, method probabilistic, matched record TPA-59362, policy version 1
- Record linked automatically53045d34762026-10-19 19:45:42, scoring_agentidentity id MBR-028083, confidence 1, method probabilistic, matched record TPA-59362, policy version 1
- Record linked automaticallydeb8c110502026-10-19 19:32:31, scoring_agentidentity id MBR-028083, confidence 1, method probabilistic, matched record TPA-59362, policy version 1
- Record linked automaticallyca203540242026-10-19 19:31:28, matching_agentidentity id MBR-000783, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127968