Record, TPA, bronze and silver
TPA-63150
Received 2026-09-08T13:28:55Z, line 13,527 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMIREZ | Ramirez | Changed |
| Date of birth | Feb 13, 1984 | 1984-02-13 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| heather.ramirez65@hotmail.com | heather.ramirez65@hotmail.com | Unchanged | |
| Address | — | — | Unchanged |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | ·· | — | Unchanged |
| Group | GRP-5636 | GRP-5636 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.92
- Name key
- heather|ramirez
- Address key
- —
- Canonical first
- heather
Quality flags
4 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)
- 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-429786 | 1.00 | Scored | — | Auto-linked |
| CLM-429787 | 0.83 | Scored | — | Sent to steward |
| CLM-429785 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004659
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Ramirez, 1984-02-13, 4 records, Verified
Evidence
Matched against CLM-429786
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically589dfa18072026-10-19 19:54:38, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429786, policy version 1
- Record linked automatically21b93147a52026-10-19 19:52:08, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429786, policy version 1
- Record linked automatically6b0ddf27002026-10-19 19:45:42, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429786, policy version 1
- Record linked automatically524a0025ee2026-10-19 19:32:31, scoring_agentidentity id MBR-004659, confidence 1, method probabilistic, matched record CLM-429786, policy version 1
- Record linked automaticallye60985919a2026-10-19 19:31:28, matching_agentidentity id MBR-022025, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63152