Record, CLM, bronze and silver
CLM-401186
Received 2026-10-07T20:12:52Z, line 84,882 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 | joe | Joe | Changed |
| Middle | — | — | Unchanged |
| Last name | ·crawford | Crawford | Changed |
| Date of birth | ·07/08/1977 | 1977-07-08 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-55441-33 | UHC-55441-33 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | - | — | Cleared |
| — | — | Unchanged | |
| Address | ·1032 SUNSET BLVD | 1032 Sunset Blvd | Changed |
| City | Denver | Denver | Unchanged |
| State | CO·· | CO | Changed |
| ZIP | 80218 | 80218 | Unchanged |
| Group | - | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- joseph|crawford
- Address key
- 1032|sunset|80218
- Canonical first
- joseph
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| TPA-50515 | 1.00 | Scored | — | Auto-linked |
| PRV-20372 | 0.99 | Scored | — | Auto-linked |
| ENR-101531 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401187 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018187
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joe Crawford, 1977-07-08, 5 records, Verified
Evidence
Matched against TPA-50515
| 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 automatically0695c502d12026-10-19 19:54:38, scoring_agentidentity id MBR-018187, confidence 1, method probabilistic, matched record TPA-50515, policy version 1
- Record linked automatically4c80b240402026-10-19 19:52:09, scoring_agentidentity id MBR-018187, confidence 1, method probabilistic, matched record TPA-50515, policy version 1
- Record linked automatically8f606b63db2026-10-19 19:45:42, scoring_agentidentity id MBR-018187, confidence 1, method probabilistic, matched record TPA-50515, policy version 1
- Record linked automatically31ea474b782026-10-19 19:32:31, scoring_agentidentity id MBR-018187, confidence 1, method probabilistic, matched record TPA-50515, policy version 1
- Record linked automatically1495bc80452026-10-19 19:31:28, matching_agentidentity id MBR-025925, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-401185