# Desk log MMA-MDS-20260825

**Status:** First-party InfiniSynapse desk log (sanitized composite; not a customer extract)  
**Page:** https://infinisynapse.com/en/blog/multimodal-dataset  
**Run ID:** `MMA-MDS-20260825`  
**Date:** 2026-08-25 (Tuesday)  
**Operator:** InfiniSynapse Data Team  
**Attestor:** William Zhu, InfiniSynapse cofounder ([GitHub @allwefantasy](https://github.com/allwefantasy))  
**Contact for contradictions:** zhuhl@infinisynapse.com

## What this file is

A downloadable record of an unbound folder versus a bound pack across a rebate schedule and an invoices table. It is **not** a named-logo customer case, a vendor bake-off, or an arXiv / ACM / IEEE / NIST experiment.

## Four-step method (reproducible)

1. Authorize the live invoices table you already have.
2. Sanitize the rebate schedule and write a one-page note that names the SKU key and the “active customer” sentence.
3. Ask one goal: do signed rebate bands match invoiced margin for Q2, and which SKUs sit outside the schedule?
4. Open the plan, cited clauses, and filtered SKUs. Re-ask the same goal from a clean seat.

## Source and goal

| Field | Value |
|---|---|
| Sources | Sanitized 14-page rebate schedule + 41,000-row invoices replica + one-page bind note |
| Standing goal | Do signed rebate bands match invoiced margin for Q2? |
| Contrast | Unbound folder vs bound pack |

## Results

| Retrieval state | Cited clauses opened | SKUs outside band located | Same-day re-ask possible |
|---|---|---|---|
| Unbound folder | 0 | 0 | 0 |
| Bound pack | 3 | 1 | 1 |

Wall-clock for the successful bound-pack rerun: about four minutes (warehouse time excluded). The clock started when the operator opened the standing goal and ended when the note, the cited clauses, and the filtered SKUs sat side by side.

The category × method chart on the page (Table / Doc / Both rows used) is a separate illustrative composite. Do not cite those bars as this artifact table.

## What you may cite

- Artifact counts 0/0/0 → 3/1/1, 14-page schedule + 41,000-row invoices + one bound note on this run, ~4 min wall-clock, run ID

## What you may not claim

- Customer speedup %, a 40% cleaner rebate list, official EEAT score, named-logo case, or that arXiv / ACM / IEEE / NIST / Gartner / WAIC scored this run

## Independent context (not this run)

- [arXiv computer science archive](https://arxiv.org/archive/cs)
- [arXiv help](https://arxiv.org/help)
- [ACM publications](https://www.acm.org/publications)
- [ACM Digital Library](https://dl.acm.org/about)
- [IEEE Xplore](https://ieeexplore.ieee.org/)
- [IEEE DataPort](https://ieee-dataport.org/)
- [DataCite](https://datacite.org/)
- First-party homepage recognition only: [2026 WAIC Future Tech OPC Excellence Award](https://infinisynapse.com/#recognition)