Record, CLM , bronze and silver
CLM-418901
Received 2026-09-21T19:37:22Z, line 34,165 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | ·VAZQUEZ | Vazquez | Changed |
| Date of birth | ·1986-11-05 | 1986-11-05 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 3722273 | — | Cleared |
| - | — | Cleared | |
| Address | 3112 Grand Avenue | 3112 Grand Ave | Changed |
| City | ORLANDO·· | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32823 | 32823 | Unchanged |
| Group | GRP-4855·· | GRP-4855 | Changed |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- heather|vazquez
- Address key
- 3112|grand|32823
- Canonical first
- heather
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-418900 | 1.00 | Scored | — | Auto-linked |
| CLM-418902 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044724
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Vazquez, 1986-11-05, 2 records, Verified
Evidence
Matched against CLM-418900
| 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 automaticallyb392f6b1332026-10-19 19:54:39, scoring_agentidentity id MBR-044724, confidence 1, method probabilistic, matched record CLM-418900, policy version 1
- Record linked automatically37f392c4b62026-10-19 19:52:09, scoring_agentidentity id MBR-044724, confidence 1, method probabilistic, matched record CLM-418900, policy version 1
- Record linked automatically3d254be9432026-10-19 19:45:42, scoring_agentidentity id MBR-044724, confidence 1, method probabilistic, matched record CLM-418900, policy version 1
- Record linked automatically22bab33d7e2026-10-19 19:32:31, scoring_agentidentity id MBR-044724, confidence 1, method probabilistic, matched record CLM-418900, policy version 1
- Record linked automaticallycc88a81a1c2026-10-19 19:31:28, matching_agentidentity id MBR-025635, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124707