Record, CLM, bronze and silver
CLM-414853
Received 2026-01-06T10:09:46Z, line 39,460 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 | PETER | Peter | Changed |
| Middle | — | — | Unchanged |
| Last name | GILBERT | Gilbert | Changed |
| Date of birth | 1961-12-23 | 1961-12-23 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (318) 253-0104·· | 3182530104 | Parsed |
| NULL | — | Cleared | |
| Address | 4458 Canyon Road | 4458 Canyon Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-0516 | GRP-0516 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.34
- Name key
- peter|gilbert
- Address key
- 4458|canyon|tucson
- Canonical first
- peter
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-56548 | 0.99 | Scored | — | Auto-linked |
| CLM-414852 | 0.94 | Scored | — | Auto-linked |
| ENR-119536 | 0.94 | Scored | — | Auto-linked |
| CLM-414851 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001750
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Peter Gilbert, 1961-12-23, 5 records, Verified
Evidence
Matched against TPA-56548
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automaticallye314570b852026-10-19 19:54:38, scoring_agentidentity id MBR-001750, confidence 0.988, method probabilistic, matched record TPA-56548, policy version 1
- Record linked automatically745cad5e012026-10-19 19:52:08, scoring_agentidentity id MBR-001750, confidence 0.988, method probabilistic, matched record TPA-56548, policy version 1
- Record linked automatically9abbac18fa2026-10-19 19:45:41, scoring_agentidentity id MBR-001750, confidence 0.988, method probabilistic, matched record TPA-56548, policy version 1
- Record linked automatically3d2d9e775f2026-10-19 19:32:31, scoring_agentidentity id MBR-001750, confidence 0.988, method probabilistic, matched record TPA-56548, policy version 1