Record, CLM, bronze and silver
CLM-415213
Received 2026-06-04T21:34:00Z, line 46,697 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 | Holmes, Lucia | Lucia | Changed |
| Middle | L | L | Unchanged |
| Last name | — | Holmes | Changed |
| Date of birth | 2007-02-04 | 2007-02-04 | Unchanged |
| Gender | Female·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 8617 Highland Avenue | 8617 Highland Ave | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85314 | 85314 | Changed |
| Group | GRP-6266 | GRP-6266 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- lucia|holmes
- Address key
- 8617|highland|85314
- Canonical first
- lucia
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-415212 | 1.00 | Scored | — | Auto-linked |
| TPA-56697 | 1.00 | Scored | — | Auto-linked |
| CLM-415210 | 1.00 | Scored | — | Auto-linked |
| CLM-415211 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019290
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lucia Holmes, 2007-02-04, 4 records, Verified
Evidence
Matched against TPA-56697
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically5801143dd72026-10-19 19:54:38, scoring_agentidentity id MBR-019290, confidence 1, method probabilistic, matched record TPA-56697, policy version 1
- Record linked automaticallya2231f2f992026-10-19 19:52:09, scoring_agentidentity id MBR-019290, confidence 1, method probabilistic, matched record TPA-56697, policy version 1
- Record linked automatically7db868542c2026-10-19 19:45:42, scoring_agentidentity id MBR-019290, confidence 1, method probabilistic, matched record TPA-56697, policy version 1
- Record linked automatically8d3ef9ca932026-10-19 19:32:31, scoring_agentidentity id MBR-019290, confidence 1, method probabilistic, matched record TPA-56697, policy version 1