Record, CLM, bronze and silver
CLM-427974
Received 2026-08-21T14:50:56Z, line 77,641 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 | Christopher | Christopher | Unchanged |
| Middle | — | — | Unchanged |
| Last name | OBrien | Obrien | Changed |
| Date of birth | May 11, 1982 | 1982-05-11 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null·· | — | Cleared |
| SSN | •••-••-7954 | •••-••-7954 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 5265 Central Avenue | 5265 Central Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | Georgia | GA | Changed |
| ZIP | 30332 | 30332 | Unchanged |
| Group | GRP-3395 | GRP-3395 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- christopher|obrien
- Address key
- 5265|central|30332
- Canonical first
- christopher
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-62355 | 0.99 | Scored | — | Auto-linked |
| ENR-136669 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427973 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019906
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Christopher Obrien, 1982-05-11, 4 records, Verified
Evidence
Matched against TPA-62355
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically2fcca596a32026-10-22 12:43:54, scoring_agentidentity id MBR-019906, confidence 0.986, method probabilistic, matched record TPA-62355, policy version 1
- Record linked automatically9f84ccfa862026-10-19 19:54:38, scoring_agentidentity id MBR-019906, confidence 0.986, method probabilistic, matched record TPA-62355, policy version 1
- Record linked automatically39e319627a2026-10-19 19:52:09, scoring_agentidentity id MBR-019906, confidence 0.986, method probabilistic, matched record TPA-62355, policy version 1
- Record linked automaticallyd1544cdb7f2026-10-19 19:45:42, scoring_agentidentity id MBR-019906, confidence 0.986, method probabilistic, matched record TPA-62355, policy version 1
- Record linked automaticallyd4769af98e2026-10-19 19:32:31, scoring_agentidentity id MBR-019906, confidence 0.986, method probabilistic, matched record TPA-62355, policy version 1
- Record linked automatically9a4afab8422026-10-19 19:31:28, scoring_agentidentity id MBR-014780, confidence 0.925, method probabilistic, matched record ENR-136995, policy version 1