Record, TPA, bronze and silver
TPA-54768
Received 2026-01-22T07:19:39Z, line 63,988 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 | Ryan·· | Ryan | Changed |
| Middle | — | — | Unchanged |
| Last name | Knyght | Knyght | Unchanged |
| Date of birth | 19521119 | 1952-11-19 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 947-773-8831·· | 9477738831 | Parsed |
| — | — | Unchanged | |
| Address | 8974 Willow Ct | 8974 Willow Ct | Unchanged |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77050·· | 77050 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- ryan|knyght
- Address key
- 8974|willow|77050
- Canonical first
- ryan
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| ENR-114263 | 0.98 | Scored | — | Auto-linked |
| TPA-54769 | 0.98 | Scored | — | Auto-linked |
| CLM-410878 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005340
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Ryan Knight, 1952-11-19, 5 records, Verified
Evidence
Matched against CLM-410878
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyacad8305242026-10-22 12:43:53, scoring_agentidentity id MBR-005340, confidence 0.983, method probabilistic, matched record CLM-410878, policy version 1
- Record linked automatically072e91d5dc2026-10-19 19:54:38, scoring_agentidentity id MBR-005340, confidence 0.983, method probabilistic, matched record CLM-410878, policy version 1
- Record linked automaticallyf3a37abdb12026-10-19 19:52:08, scoring_agentidentity id MBR-005340, confidence 0.983, method probabilistic, matched record CLM-410878, policy version 1
- Record linked automaticallya7da776f872026-10-19 19:45:42, scoring_agentidentity id MBR-005340, confidence 0.983, method probabilistic, matched record CLM-410878, policy version 1
- Record linked automatically7d4a59f38e2026-10-19 19:32:31, scoring_agentidentity id MBR-005340, confidence 0.983, method probabilistic, matched record CLM-410878, policy version 1
- Record linked automatically0ffc89d16a2026-10-19 19:31:28, scoring_agentidentity id MBR-016594, confidence 1, method probabilistic, matched record CLM-410751, policy version 1