Record, CLM, bronze and silver
CLM-404340
Received 2026-09-01T11:15:45Z, line 69,326 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 | Madison | Madison | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Armstrong | Armstrong | Unchanged |
| Date of birth | 1973-10-11 | 1973-10-11 | Unchanged |
| Gender | null | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-1512 | •••-••-1512 | Parsed |
| Phone | (959) 588-4632 | 9595884632 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6205 GRAND AVE | 6205 Grand Ave | Changed |
| City | ·PLANO | Plano | Changed |
| State | tx | TX | Changed |
| ZIP | 75071 | 75071 | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- madison|armstrong
- Address key
- 6205|grand|75071
- Canonical first
- madison
Quality flags
7 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
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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 |
|---|---|---|---|---|
| PRV-21231 | 1.00 | Scored | — | Auto-linked |
| CLM-404339 | 1.00 | Scored | — | Auto-linked |
| ENR-105705 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-105704 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004451
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Armstrong, 1973-10-11, 5 records, Verified
Evidence
Matched against PRV-21231
| 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
4 hash-chained entries for this record
- Record linked automaticallya3c30184cc2026-10-19 19:54:38, scoring_agentidentity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
- Record linked automatically19811d249f2026-10-19 19:52:08, scoring_agentidentity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
- Record linked automaticallye4ba08a0fb2026-10-19 19:45:42, scoring_agentidentity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1
- Record linked automatically1a341cbdac2026-10-19 19:32:31, scoring_agentidentity id MBR-004451, confidence 1, method probabilistic, matched record PRV-21231, policy version 1