1. Muskogee County: historical tournament and financial ledger

The research counts unique event listings by combining Seasonid with the base TournamentID after stripping a trailing division suffix. It sums money and workforce fields at the division-row level without multiplying a multi-division event’s expenses again.

The source rows include 908 baseball divisions and 82 softball divisions. There are 119 rows with zero modeled entry-fee dollars but positive team counts; this does not establish that any venue received no compensation or that a tournament charged no other fees. No figure above is asserted to be a payment to the City of Muskogee or to an individual tournament director.

2. Municipality-level attribution: all operating fields reconciled

The county includes Muskogee, Haskell and Fort Gibson in source municipality labels. These are location groupings, not proof of legal title, municipal receipts, or the recipient of entry fees. Gross gate and concessions are modeled event scenarios, not audited ticket or concession receipts.

Municipalities — activity, workforce and fees

Municipalities — modeled gross receipts and economic impact

*Event counts: the countywide distinct-event count is computed independently. In this county subset, the three municipality groups happen to reconcile to the same distinct total; event counts are non-additive in general, especially when a listed tournament spans venues.

3. Facility-level ledger: Love-Hatbox dominates

Love Hatbox Field accounts for 986 of 990 county division rows and 249 of 252 distinct events in the dataset subset. The remaining three Haskell records and one Fort Gibson record are preserved, not folded into the Muskogee municipal tally. The source uses the specific label “Love Hatbox Field”; this is analytically associated with the city’s Love-Hatbox Sports Complex, but the label alone does not prove every division used an identical diamond or contractual arrangement.

Facility rows — activity and workforce

Facility rows — gate, concessions and modeled spending

4. Who schedules the fields, who operates concessions and who holds title?

Muskogee Parks & Recreation describes Love-Hatbox as a 60-acre public sports complex with 10 lighted baseball fields and 8 softball fields. Its public reservation instructions distinguish ordinary practice rentals from leagues and tournaments and explain that those events take priority over practice reservations. This is independently documented municipal operational management; it is not, on its own, a parcel-title opinion.

The city’s Sports Field Reservation Request form provides unusually concrete administrative controls. It requires user-group reservation applications; identifies Parks & Recreation as directing concessions; requires pre-approval for outside vendors; and describes a $250 reservation deposit applied to final payment. The form also distinguishes tourism grants as a separate application route. Those are the terms of the available form, not retroactively proven terms for every tournament from 2001–2017.

For a full accountability record, one must separately establish: (a) legal owner and restricted-use instruments; (b) party controlling schedules and tournament approval; (c) concessions and gate operator; (d) merchant of record for entry fees; (e) public-paid utilities, lights, maintenance, insurance and improvements; and (f) benefits provided to local participants, not merely modeled visitor expenditures.

5. Countywide economic impact model — fully separated from receipts

The source fields DayTripRate, NightTripRate, DayStay, OverNightStay, DayImpact, OvernightImpact and TotalEconomicImpactPerEvent are stored on each division row. Despite its “PerEvent” name, the latter column is not one independent estimate for each deduplicated event. We sum source division rows, avoiding any additional event-level multiplication.

Worked original-data example: in the 2002 “Muskogee World Qualifier” division row TournamentID 15000-1, the source lists 9 teams, a $85 day-trip rate, a $289 overnight rate, 1 day-stay unit and 2 overnight-stay units. Therefore 9 × $85 × 1 = $765; 9 × $289 × 2 = $5,202; together $5,967 modeled visitor spending for that division row.

Actual dataset rate variations and caution flags

The inputs are not a single universal daily spending rule: 880 rows use $85 day-trip and $289 overnight rates, whereas 110 rows use $25 day-trip and $0 overnight rates. DayStay varies from 1 to 34 in the county rows; OverNightStay ranges from 0 to 7. The calculations preserve all these row-level variations exactly as recorded.

Municipality and facility economic-impact reconciliation

Do not add modeled gate, entry fees, gross concessions or any “net” figure to modeled visitor spending. Those monetary concepts may already overlap. In particular, county visitor-spending estimates are not proven incremental economic impact, actual hotel receipts, sales-tax revenue, public return on investment, organizer profit or a statewide multiplier estimate. A true incremental assessment would need visitor origin surveys, length of stay, verified direct spending, counterfactual displacement, leakage and a defensible multiplier with uncertainty ranges.

6. How every number is reproduced from source columns

Dataset version: September 20, 2026 Hidden Valley / AIUSSSA CSV. Preserve all original division rows; filter exact County = Muskogee for this county’s high-confidence location-labeled baseline. A separate reconciled file has 3 rows provisionally assigned to Muskogee based on a first-listed venue/county; those rows are not included here because the primary tournament host is not yet independently established.

Accounting boundaries: TotalEventNet in the dataset is a different constructed financial field and is not the same as a 50% net concession scenario. The article does not combine them. Financial and visitor-spending columns reflect model outputs using historical fee/rate assumptions; the source's value is its reproducibility, not independent bank-ledger verification.

7. Historical trend: 2001–2017 records, not an invented 2026 count

The statewide research horizon is 2001–2026, but the Muskogee rows in this source subset end in 2017. The following rows preserve this difference; the absence of later county rows is a dataset coverage gap, not proof that tournaments stopped, operators changed, or the venue was inactive.

8. Geographic quality control: three unresolved multi-county records

A cross-county reconciliation file provisionally labels the following 3 additional division records / 2 source event groups as Muskogee, but this is not a verified primary-host assignment. The 2019 record spans Tulsa-area and Muskogee-area school/park facilities; the 2023 entries name a Sallisaw One Day Event while listing both Love Hatbox and Sallisaw Sports Complex. It would be misleading to allocate them solely to Muskogee merely because its name comes first.

Watchlist exposure, not included in county totals: 3 division rows, 80 team participations, $31,599 calculated entry fees and $42,636 modeled economic impact. A provisional first-listed location is a queueing flag, not a confirmed assignment. Do not split an event among counties unless evidence establishes separate event identities with verified hosts; allocate to its true primary facility county if determinable, otherwise leave it unresolved.

9. Public finance: what the city’s actual budget can and cannot prove

The City of Muskogee Financial Documents archive publishes municipal budgets going back to the 2000s and lists the adopted FY2026–27 budget and a 2024 city audit report. A publicly indexed FY2025–26 proposed budget includes separate enterprise funds for Hatbox Sports Complex and Hatbox Field Enterprise. These public accounts provide a useful document trail, but they cannot automatically be mapped to the Hidden Valley model’s gate or concessions amounts.

City budget figures above are from its FY2025–26 proposed budget, not audited expenditures and not a claim that those figures persisted unchanged in the adopted budget. The audit portal documents availability, not a verified tournament-specific audit opinion. City finance archive · FY2025–26 proposed budget PDF.

Municipal collaboration opportunity. Parks officials, youth leagues, tournament hosts, hotels and taxpayers could jointly publish a standard event-level statement: field days used, rental/deposit charged, source of cash collected, verified admissions and concessions, city-paid services, tourism-grant awards, scholarship/low-income access, volunteer contributions and public-benefit measures. The source LHBX field form already has an administrative starting point: host identity, dates, teams, spectators, deposits and outside-vendor approval.

Determining real public benefit requires the city’s actual revenue/cost schedules, supporting deposit/receipt registers, contracts, insurance and procurement records, and any restrictions from grants or land conveyances. A favorable modeled tourism scenario does not independently prove a contract was lawful or that the city earned the modeled receipts.

10. Courts, public duties and District Attorney jurisdiction

The Oklahoma State Courts Network is the appropriate starting point for docket-level confirmation of any named Oklahoma state case. The Muskogee County Court Clerk maintains court proceedings, while the Oklahoma District Attorneys Council listing identifies District 15 with responsibility in Muskogee County. A local district attorney handles matters within that office’s lawful criminal jurisdiction; the DA is not a routine city bookkeeper, general-purpose open-records adjudicator or a substitute for a civil audit.

Possible land-use, lease, city-trust, school-district, tribal, state grant and federal funding questions implicate different custodians and bodies of law. Any allegation must be evaluated against authenticated instruments and the responsible jurisdiction. These model totals make no inference of fraud or criminal liability.

11. Oklahoma State Auditor, county audit and city audit are distinct evidence streams

The Oklahoma State Auditor and Inspector and the independently prepared city finance/audit materials serve different reporting entities. A published Muskogee County FY2016 audit is available in the state publications repository; it analyzes county-government financial statements, not an independent audit of the City of Muskogee’s Hatbox tournament receipts. A city FY2024 audit is listed in the city finance archive; its findings should not be summarized as a youth-sports verdict absent page-specific audit evidence.

Audit research next step: compare annual Hatbox Sports Complex and Hatbox Field Enterprise fund activity and audit footnotes with reservation approvals, facility rental invoices, deposited receipts, vendor contracts, capital improvement payments and any city trust funds. Request supporting schedules before making any finding about reconciliation differences.

12. Open-records research tracker, right of response and corrections

The city’s official Request Open-Records page directs requesters to print/return a form through the City Clerk’s office; its Forms and Publications page lists the request form and fee schedule. No Muskogee open-records request is represented here as submitted or answered. The following is a proposed scope for a forthcoming request and should be marked as research pending until dated receipt evidence is saved.

Right of response: invite the City of Muskogee, its Parks and Recreation and Finance departments, Haskell officials, Fort Gibson Youth Baseball and affected tournament organizers to supply records, dates, responses or corrections. Publish the request date, tracking number, city acknowledgment, cost estimate, partial disclosures, any lawful withholding explanation and the final response only after those records actually exist. Preserve original datasets while logging any revised assumptions as dated changes.

13. Evidence list and reproducibility

Research update: October 20, 2026. Official public-source links and the locally preserved September 20 CSV are the controlling references. State, city and association sources have different reporting scopes and dates; no budget number is substituted for a tournament-specific bank record.

1. September 20 Hidden Valley dataset. User-provided AIUSSSA - HVIOG 9-20-2026.csv; division-row source; source fields, filters and date scope documented in this article. No third-party verification of financial model inputs.
2. Love-Hatbox Sports Complex — official Parks & Recreation. City sports-complex description and field-priority rules
3. Love-Hatbox field reservation form — official city Parks. Sports Field Reservation Request (PDF)
4. Muskogee finance documents and audits — official city. City budgets, FY2024 audit listing and related documents
5. FY2025–26 proposed budget — official city. Source PDF, enterprise fund summaries
6. Muskogee open records — official city. Request Open-Records; request form and fee schedule
7. State Auditor–published county audit. Muskogee County financial audit, FY2016
8. Oklahoma district attorney and state courts. District 15 office listing; OSCN dockets search
9. Fort Gibson primary local organizational source. Fort Gibson Youth Baseball Association
10. Haskell municipal contact. City of Haskell official contact
11. Supplemental director research only. Baseball Heaven: Marie Gassaway research profile (geographic director record; not facility income or proof of wrongdoing).

Companion files: Muskogee_County_Day_05_HVIOG_Reconciliation.csv (county + each municipality + each facility) and Muskogee_County_Day_05_Primary_Facility_Watchlist.csv (3 unresolved cross-county divisions). Add download links to this WordPress article only after hosting the CSVs on an approved site or library.