Record, CLM, bronze and silver
CLM-421661
Received 2026-09-28T14:37:43Z, line 42,587 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 | Heather | Heather | Unchanged |
| Middle | F | F | Unchanged |
| Last name | ·Duncan | Duncan | Changed |
| Date of birth | 1946-05-05 | 1946-05-05 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6878 | •••-••-6878 | Unchanged |
| Phone | +1 793 988 1837 | 7939881837 | Parsed |
| — | — | Unchanged | |
| Address | ·7012 CENTRAL AVENUE | 7012 Central Ave | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85231-9430·· | 85231 | Changed |
| Group | GRP-8429 | GRP-8429 | Unchanged |
| Plan | -·· | — | Cleared |
- Quality score
- 0.50
- Name key
- heather|duncan
- Address key
- 7012|central|85231
- Canonical first
- heather
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-421662 | 1.00 | Scored | — | Auto-linked |
| TPA-59515 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59516 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008830
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Duncan, 1946-05-05, 4 records, Verified
Evidence
Matched against CLM-421662
| 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 automatically1de35a98702026-10-19 19:54:38, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automatically2aeca4d5c82026-10-19 19:52:09, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automaticallyef53cfd7752026-10-19 19:45:42, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1
- Record linked automatically9bab5f88432026-10-19 19:32:31, scoring_agentidentity id MBR-008830, confidence 1, method probabilistic, matched record CLM-421662, policy version 1