Record, CLM, bronze and silver
CLM-423780
Received 2026-03-29T21:17:05Z, line 53,377 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 | Miller, Gloria | Gloria | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Miller | Changed |
| Date of birth | 10-12-1950 | 1950-12-10 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 8401543 | — | Cleared |
| — | — | Unchanged | |
| Address | 58 FOREST AVE | 58 Forest Ave | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75023 | 75023 | Unchanged |
| Group | GRP-3015 | GRP-3015 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.52
- Name key
- gloria|miller
- Address key
- 58|forest|75023
- Canonical first
- gloria
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-131098 | 1.00 | Scored | — | Auto-linked |
| TPA-60457 | 1.00 | Scored | — | Auto-linked |
| CLM-423779 | 0.83 | Scored | — | Sent to steward |
| CLM-432309 | 0.69 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005308
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Gloria Miller, 1950-12-10, 4 records, Verified
Evidence
Matched against TPA-60457
| 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 automatically5110ab13872026-10-19 19:54:38, scoring_agentidentity id MBR-005308, confidence 1, method probabilistic, matched record TPA-60457, policy version 1
- Record linked automatically9d9532f8752026-10-19 19:52:08, scoring_agentidentity id MBR-005308, confidence 1, method probabilistic, matched record TPA-60457, policy version 1
- Record linked automatically637adae1c42026-10-19 19:45:42, scoring_agentidentity id MBR-005308, confidence 1, method probabilistic, matched record TPA-60457, policy version 1
- Record linked automatically579b1165dd2026-10-19 19:32:31, scoring_agentidentity id MBR-005308, confidence 1, method probabilistic, matched record TPA-60457, policy version 1
- Record linked automatically962a51a6b02026-10-19 19:31:28, scoring_agentidentity id MBR-029880, confidence 1, method probabilistic, matched record CLM-423779, policy version 1