Cross-source identifiers
Every current identifier attachment, with the link method and confidence carried verbatim — deterministic links are 1.000; probabilistic links surface their real matcher confidence, never rounded up.
| Scheme | Value | Source table | Link method | Confidence | Since | Provenance |
|---|---|---|---|---|---|---|
| cms_op_manufacturer_id | 100000971847 | cms_open_payments | deterministic_manufacturer_id | 1.000 | 2026-06-13 | evidencerecorded: 2026-06-13 methodology: entity-graph/v1 evidence: {"rule":"D-OP-MANUFACTURER","manufacturer_id":"100000971847","manufacturer_name":"Shalby Advanced Technologies, Inc.","manufacturer_state":"CA"} |
| fda_firm_name | SHALBY ADVANCED TECHNOLOGIES INC | fda_firm_link | deterministic_firm_name | 1.000 | 2026-06-14 | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 evidence: {"rule":"FDA-FIRM","match":"exact_normalized_name_unique_manufacturer","matched_fda_sources":["establishment"],"normalized_firm_name":"SHALBY ADVANCED TECHNOLOGIES INC"} |
Graph edges
One-hop relationships — ownership, chain membership, operation — each backed by a federal source row.
| Relationship | Entity | Confidence | Source table | Provenance |
|---|---|---|---|---|
| pays → | RAY ARONOWITZ (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1275508756","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | JOHN BARRINGTON (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1336120328","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | MICHAEL BOOTHBY (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1669419743","manufacturer_id":"100000971847","nature_of_payment":"Consulting Fee"} |
| pays → | HARBINDER CHADHA (CA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1659313849","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | WESLEY CLARK (LA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1225220551","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | GAREN COLLETT (FL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1205280617","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | JUDD CUMMINGS (AZ) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1043437965","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | JOHN DORRIS (GA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1104807429","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | KWAME ENNIN (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1194955328","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | RAMIN GANJIANPOUR (CA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1447274782","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | RONALD GARDNER (FL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1255334488","manufacturer_id":"100000971847","nature_of_payment":"Consulting Fee"} |
| pays → | MARC GOLDMAN (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1467415679","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | ELVIS GRANDIC (FL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1144438219","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | MIGUEL HERNANDEZ (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1174598635","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | VICTOR HERNANDEZ (FL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1417282971","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | WILLIAM HODGE (FL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1811933518","manufacturer_id":"100000971847","nature_of_payment":"Consulting Fee"} |
| pays → | MICHAEL HUO (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1396705380","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | STEPHEN INCAVO (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1316989478","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | CHRISTOPHER JARRETT (NC) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1083720916","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | MAURICE JOVE (GA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1427153089","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | EARL KILBRIDE (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1649262536","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | JOHN MARIANI (NJ) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1811006885","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | KYLE MCGIVERN (OK) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1851685747","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | JONATHAN MORRIS (GA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1487912515","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | KENNETH OLSEN (MN) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1528028271","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | SHERVIN OSKOUEI (GA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1124120852","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | SHAWN PALMER (IL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1255329249","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | MADHISH PATEL (FL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1972030716","manufacturer_id":"100000971847","nature_of_payment":"Consulting Fee"} |
| pays → | BRAD PENENBERG (CA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1831122266","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | ERIC PORRITT (OK) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1386874436","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | VENKAT RAPURI (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1043415250","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | RICHARD REITMAN (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1811938129","manufacturer_id":"100000971847","nature_of_payment":"Royalty or License"} |
| pays → | LINDSEY ROLSTON (IN) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1376639419","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | MARK RYZEWICZ (WY) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1225184997","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | ROBERT SCHMIDT (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1104993757","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | ROBERT SCIORTINO (MO) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1639151517","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | DAVID SHAU (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1366839326","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | KYLE SIEWERT (IN) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1336349141","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | JUSTIN SHERFEY (CA) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1689786873","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | VINEET SHAH (IL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1699868455","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | RITESH SHAH (IL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1407019953","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | RICHARD STEINFELD (FL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1851391619","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | CHARLES TOULSON (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1780895938","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | TORRANCE WALKER (TX) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1679527352","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
| pays → | BRYAN SCOTT (IL) | 1.000 | cms_open_payments | evidencerecorded: 2026-06-14 methodology: entity-graph/v1 attributes: {"source":"cms_open_payments"} evidence: {"rule":"D-OP-PAYS","record_type":"general","recipient_npi":"1285082248","manufacturer_id":"100000971847","nature_of_payment":"Food and Beverage"} |
Current record
Current claims returned for this entity, grouped by provenance subject. The table exposes the source identifier recorded for each claim.
Point-in-time
Query retained claim coordinates under bitemporal-read/v1. Most facts have no superseded row; dates outside retained coverage may return no prior version, and diffs require both coordinates.
Pick a date to reconstruct, or two dates to diff. Equivalent JSON: /api/v1/history/{subject_type}/{subject_id}?at=… and …/diff?from=…&to=…