Record, TPA, bronze and silver
TPA-61427
Received 2026-07-21T10:57:38Z, line 53,269 of the TPA feed
TPAScored
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 | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Nichols | Nichols | Changed |
| Date of birth | 18-09-1989 | 1989-09-18 | Parsed |
| Gender | ·M | M | Parsed |
| Member ID | UNKNOWN | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | +1 332 538 7382 | 3325387382 | Parsed |
| robert.nichols85@aol.com | robert.nichols85@aol.com | Unchanged | |
| Address | 4382 SUNSET BLVD | 4382 Sunset Blvd | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33164 | 33164 | Unchanged |
| Group | GRP-5204 | GRP-5204 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.76
- Name key
- robert|nichols
- Address key
- 4382|sunset|33164
- Canonical first
- robert
Quality flags
6 raised during normalisation
- 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
- 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-61428 | 1.00 | Scored | — | Auto-linked |
| CLM-425881 | 1.00 | Scored | — | Auto-linked |
| CLM-425882 | 0.83 | Scored | — | Sent to steward |
| ENR-133851 | 0.82 | Scored | — | Sent to steward |
| CLM-425880 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020281
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Robert Nichols, 1989-09-18, 6 records, Verified
Evidence
Matched against CLM-425881
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically201cc065122026-10-19 19:54:38, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record CLM-425881, policy version 1
- Record linked automatically5764b6f2142026-10-19 19:52:09, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record CLM-425881, policy version 1
- Record linked automatically4838d2f4102026-10-19 19:45:42, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record CLM-425881, policy version 1
- Record linked automatically335e79bbfc2026-10-19 19:32:31, scoring_agentidentity id MBR-020281, confidence 1, method probabilistic, matched record CLM-425881, policy version 1
- Record linked automaticallyacdf4015d62026-10-19 19:31:28, matching_agentidentity id MBR-013780, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-134258