Record, TPA, bronze and silver
TPA-52488
Received 2026-03-04T21:34:29Z, line 88,285 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 | Grace | Grace | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | Aug 17, 1980 | 1980-08-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·· | — | Unchanged |
| SSN | •••-••-6333 | •••-••-6333 | Unchanged |
| Phone | 5928829805 | 5928829805 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 3869 Central Avenue | 3869 Central Ave | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33192 | 33192 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- grace|singh
- Address key
- 3869|central|33192
- Canonical first
- grace
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-405643 | 1.00 | Scored | — | Auto-linked |
| ENR-107417 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017473
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Grace Singh, 1980-08-17, 3 records, Verified
Evidence
Matched against CLM-405643
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallycb0f5d78712026-10-22 12:43:54, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record CLM-405643, policy version 1
- Record linked automatically4e50be3d6f2026-10-19 19:54:38, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record CLM-405643, policy version 1
- Record linked automaticallycf39d3c7fe2026-10-19 19:52:09, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record CLM-405643, policy version 1
- Record linked automaticallyebde6dea332026-10-19 19:45:42, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record CLM-405643, policy version 1
- Record linked automaticallybda6735b852026-10-19 19:32:31, scoring_agentidentity id MBR-017473, confidence 1, method probabilistic, matched record CLM-405643, policy version 1
- Record linked automatically9c597ecb252026-10-19 19:31:28, scoring_agentidentity id MBR-039917, confidence 1, method probabilistic, matched record PRV-21662, policy version 1