Record, CLM, bronze and silver
CLM-409127
Received 2026-01-16T10:00:31Z, line 18,256 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 | ROBERT | Robert | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | Mar 4, 1988 | 1988-03-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | ···· | — | Unchanged |
| SSN | •••-••-8004 | •••-••-8004 | Unchanged |
| Phone | +1 244 371 3021 | 2443713021 | Parsed |
| — | — | Unchanged | |
| Address | 3041 HILLCREST RD | 3041 Hillcrest Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77072-0263 | 77072 | Changed |
| Group | GRP-6307 | GRP-6307 | Unchanged |
| Plan | null·· | — | Cleared |
- Quality score
- 0.46
- Name key
- robert|pierce
- Address key
- 3041|hillcrest|77072
- Canonical first
- robert
Quality flags
9 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)
- 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 |
|---|---|---|---|---|
| TPA-53984 | 1.00 | Scored | — | Auto-linked |
| TPA-53983 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-112048 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004908
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Robert Pierce, 1988-03-04, 4 records, Verified
Evidence
Matched against TPA-53984
| 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 automaticallyc3738244352026-10-19 19:54:38, scoring_agentidentity id MBR-004908, confidence 1, method probabilistic, matched record TPA-53984, policy version 1
- Record linked automatically206cce93c82026-10-19 19:52:08, scoring_agentidentity id MBR-004908, confidence 1, method probabilistic, matched record TPA-53984, policy version 1
- Record linked automatically654b5a13c42026-10-19 19:45:42, scoring_agentidentity id MBR-004908, confidence 1, method probabilistic, matched record TPA-53984, policy version 1
- Record linked automatically303eaf64b72026-10-19 19:32:31, scoring_agentidentity id MBR-004908, confidence 1, method probabilistic, matched record TPA-53984, policy version 1
- Record linked automatically7fa7b335ba2026-10-19 19:31:28, matching_agentidentity id MBR-010902, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-112001