Record, CLM, bronze and silver
CLM-406880
Received 2026-08-22T11:03:12Z, line 91,276 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 | ANA | Ana | Changed |
| Middle | ·D | D | Changed |
| Last name | GIBSON | Gibson | Changed |
| Date of birth | 1998-12-05 | 1998-12-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 581.739.4555 | 5817394555 | Parsed |
| N/A | — | Cleared | |
| Address | 985 Highland Avenue·· | 985 Highland Ave | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85272 | 85272 | Unchanged |
| Group | null | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- ana|gibson
- Address key
- 985|highland|85272
- Canonical first
- ana
Quality flags
6 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-108995 | 1.00 | Scored | — | Auto-linked |
| CLM-406879 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009099
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ana Gibson, 1998-12-05, 3 records, Verified
Evidence
Matched against ENR-108995
| 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 automaticallya5843098632026-10-19 19:54:38, scoring_agentidentity id MBR-009099, confidence 1, method probabilistic, matched record ENR-108995, policy version 1
- Record linked automatically60f60248562026-10-19 19:52:09, scoring_agentidentity id MBR-009099, confidence 1, method probabilistic, matched record ENR-108995, policy version 1
- Record linked automatically69d7b308bf2026-10-19 19:45:42, scoring_agentidentity id MBR-009099, confidence 1, method probabilistic, matched record ENR-108995, policy version 1
- Record linked automatically3040eb5bec2026-10-19 19:32:31, scoring_agentidentity id MBR-009099, confidence 1, method probabilistic, matched record ENR-108995, policy version 1
- Record linked automatically5003f05c9c2026-10-19 19:31:28, matching_agentidentity id MBR-013437, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-109048