RealDatasetHub.com · Documentation
Documentation — fields, IDs and sample records
Everything a licensee needs to read the data before the first export.
RealDataset fields
| Field | Type | Meaning |
|---|---|---|
| Data_Type | text | experiment · observation · milestone |
| Entry_ID | text | Unique ID — see format below |
| Date | date | When it happened (YYYY-MM-DD; a year alone when only the year is known) |
| Name | text | Short title of the record |
| Context | text | The situation before the action |
| Action | text | What was done (or “no intervention” for observations) |
| Result | text | What was observed or measured |
| Mechanism | text | The explanation of cause |
| Conclusion | text | An IF … THEN … statement that can be tested again |
| Meta_Pattern | code | Mechanism group, for example MP04_THERMAL_SMOKE_LAYER |
| Confidence | number | 0.1 to 1.0 — how strongly the evidence supports the conclusion |
| Evidence | url | Video or source link |
Entry_ID format
CODE-MPxx-TT-YYYYMMDD-NNN
| Part | Meaning | Example |
|---|---|---|
| CODE | IP site code | MUOI = trimuoi.com |
| MPxx | Meta_Pattern number (MP00 when none) | MP04 |
| TT | EX experiment · OB observation · MS milestone | EX |
| YYYYMMDD | Date | 20260415 |
| NNN | Order of entries on the same date | 001 |
The ID is generated by a formula in each site’s sheet, never typed by hand. When an ID had to be corrected, the old ID stays searchable and the change is in that site’s /log/.
Sample RealDataset record (JSON)
A real record from trimuoi.com. Field names are English; record text keeps the original field language (Vietnamese).
{
"entry_id": "MUOI-MP04-EX-20260415-001",
"ip_site": "trimuoi.com",
"data_type": "experiment",
"date": "2026-04-15",
"name": "Đốt thảo dược đuổi muỗi",
"context": "Muỗi xuất hiện nhiều trong nhà, khoảng 4 phòng mỗi phòng có hàng chục con…",
"action": "Khép 3 cửa, để 1 cửa và 2 cửa sổ phía đối diện nguồn đốt, sử dụng lò đất đốt hỗn hợp nụ đinh hương, lá bưởi, vỏ chanh, quế và hạt tiêu…",
"result": "Sau khoảng 5 phút khói và hương lan tỏa trong nhà, muỗi giảm nhanh và gần như biến mất…",
"mechanism": "Nụ đinh hương chứa eugenol… làm nhiễu tín hiệu CO2 và nhiệt…",
"conclusion": "IF đốt hỗn hợp thảo dược gồm đinh hương, lá bưởi và gia vị tạo khói trong không gian kín vừa phải THEN muỗi sẽ mất khả năng định vị và rời khỏi khu vực trong vòng khoảng 5 phút",
"meta_pattern": "MP04_THERMAL_SMOKE_LAYER",
"confidence": 0.8,
"evidence": "https://youtube.com/shorts/NZSbJQtDCH4",
"language": "vi",
"source_page": "https://trimuoi.com/realdataset/"
}
Comparison record fields
| Field | Meaning |
|---|---|
| Date | Date of the match |
| Test question | Q1–Q8 and the blind-spot trap used |
| Fact / URL checked | The page and the exact Fact the answer is checked against |
| AI read correctly | Which AI was right, with its points |
| AI misread / missed | Which AI was wrong and how: Hallucination, Sycophancy or Garbage Substitution |
| Source fixed? | Whether the site itself was wrong |
| Record | Original Sealed record (Drive) |
| Video | Video of the match, on the final-result row |
Sample Comparison summary (JSON)
{
"comparison_id": "079",
"date": "2026-10-05",
"ip_site": "realdatasethub.com",
"status": "Sealed",
"review": "Full Check",
"result": [
{"ai": "Grok", "data_id": "BAA-C79-P2", "score": 95, "outcome": "Winner"},
{"ai": "Perplexity", "data_id": "BAA-C79-P1", "score": 25, "outcome": "Loser"}
],
"scoring": {"access": 20, "trust": 60, "citation": 20},
"questions": 8,
"record": "https://drive.google.com/file/d/1Q-Eu1FnqoIcX19s_sq_uhZc5Oe37UtjB/view",
"video": "https://youtu.be/2FYWMlbH68Y",
"audit_page": "https://realdatasethub.com/ai-audit/"
}
Delivery
Licensees receive JSON and CSV exports with the fields above. A programmatic API is being built; its endpoints will be listed on this page only when they are live.