Record, CLM, bronze and silver
CLM-410930
Received 2026-09-02T09:22:54Z, line 63,853 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 | Alice | Alice | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Armstrong | Armstrong | Unchanged |
| Date of birth | ·· | — | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 344.292.0712 | 3442920712 | Parsed |
| — | — | Unchanged | |
| Address | 7640 FOREST AVENUE | 7640 Forest Ave | Changed |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | - | — | Cleared |
| Group | GRP-0323·· | GRP-0323 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- alice|armstrong
- Address key
- 7640|forest|columbus
- Canonical first
- alice
Quality flags
7 raised during normalisation
- Date of birth missingDate of birth absent or a null token; left empty
- 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 missingStreet address present but no ZIP supplied
- 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-54785 | 0.91 | Scored | — | Auto-linked |
| CLM-410929 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017613
- Method
- Scored
- Confidence
- 0.91
- Rule
- weighted score, no rule
Golden record: Alice Armstrong, 1984-04-18, 2 records, Verified
Evidence
Matched against TPA-54785
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf1db559a542026-10-19 19:54:38, scoring_agentidentity id MBR-017613, confidence 0.908, method probabilistic, matched record TPA-54785, policy version 1
- Record linked automaticallyfa4212752f2026-10-19 19:52:09, scoring_agentidentity id MBR-017613, confidence 0.908, method probabilistic, matched record TPA-54785, policy version 1
- Record linked automatically6a0694170c2026-10-19 19:45:42, scoring_agentidentity id MBR-017613, confidence 0.908, method probabilistic, matched record TPA-54785, policy version 1
- Record linked automaticallye15366d77b2026-10-19 19:32:31, scoring_agentidentity id MBR-017613, confidence 0.908, method probabilistic, matched record TPA-54785, policy version 1
- Record linked automatically771c5e1bb82026-10-19 19:31:28, matching_agentidentity id MBR-003576, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114492