Hugging Face's logo

Datasets:
gnumanth
/
nullspan-dataset

Tasks:
Question Answering
Token Classification
Tabular Regression
Languages:
English
Size:
1K<n<10K
Tags:
nullspan
system-one
structured-extraction
calibrated-abstention
prompt-injection-resistance
contract-extraction
License:
Dataset card Data Studio Files
xet
 Community
gnumanth commited on
Commit
ad53c45
·
verified ·
1 Parent(s): 87ba89a

Upload multi-task nullspan System One extraction dataset

Browse files
Files changed (4) hide show
  1. README.md +45 -0
  2. golden_eval.json +2702 -0
  3. train.jsonl +0 -0
  4. val.jsonl +0 -0
README.md ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ task_categories:
4
+ - question-answering
5
+ - token-classification
6
+ - tabular-regression
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+ language:
8
+ - en
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+ tags:
10
+ - nullspan
11
+ - system-one
12
+ - structured-extraction
13
+ - abstention
14
+ - span-extraction
15
+ - calibrated-estimation
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+ - time-series-forecasting
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+ size_categories:
18
+ - 1K<n<10K
19
+ ---
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+
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+ # nullspan-dataset
22
+
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+ Multi-task **System One structured extraction, calibrated abstention (`p_null`), grounded character-offset span (`[start, end]`), estimation, and time-series forecasting** dataset for training and evaluating [`gnumanth/nullspan`](https://huggingface.co/gnumanth/nullspan).
24
+
25
+ ## Splits & Files
26
+
27
+ | File | Instances | Description |
28
+ | :--- | ---: | :--- |
29
+ | `train.jsonl` | 1,854 | Field-level multi-task training instances across 392 documents |
30
+ | `val.jsonl` | 303 | Held-out validation instances across 64 documents |
31
+ | `golden_eval.json` | 4 canonical + 24 val | Canonical evaluation suite + held-out validation documents |
32
+
33
+ ## Supported Field Tasks
34
+
35
+ 1. **`text`**: Grounded character-offset span extraction (`span: [start, end]`) with calibrated null abstention (`is_null`).
36
+ 2. **`number`**: Direct numeric span extraction and 1–2 step arithmetic (`ARITH_SUM`, `ARITH_DIFF`, `ARITH_MUL`) honoring `decimals` and `integer`.
37
+ 3. **`date` / `datetime`**: Normalized ISO-8601 date and timestamp targets.
38
+ 4. **`duration`**: Date-delta calculation in requested units (`days`).
39
+ 5. **`list`**: Ordered multi-span sequence tagging (`spans: [[s1, e1], [s2, e2], ...]`).
40
+ 6. **`estimate`**: Calibrated quantile regression (`p10`, `median`, `p90`) over bounded linear/log grids (`[min, max, step]`).
41
+ 7. **`forecast`**: Multi-horizon time-series forecasting with `p10`, `median`, and `p90` intervals.
42
+
43
+ ## License
44
+
45
+ MIT © [Hemanth HM](https://h3manth.com)
golden_eval.json ADDED
@@ -0,0 +1,2702 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 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+ "state": "Hi, order A-88412 arrived on Sept 28, 2026 with a cracked screen and a dented corner. I paid $649.00 plus $52.10 tax. It's now Oct 9, 2026 and I'd like this fixed or refunded. Thanks, Dana",
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+ "fields": {
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+ "scale": "log",
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+ "state": "Daily number of people screened at TSA checkpoints at US airports.\ndate,weekday,travelers\n2026-09-30,Wed,2418910\n2026-10-01,Thu,2795400\n2026-10-02,Fri,2884120\n2026-10-03,Sat,2210450\n2026-10-04,Sun,2741890\n2026-10-05,Mon,2589320\n2026-10-06,Tue,2341180\n2026-10-07,Wed,2419650\n2026-10-08,Thu,2812300\n2026-10-09,Fri,2915600\n2026-10-10,Sat,2245900\n2026-10-11,Sun,2788400\n2026-10-12,Mon,2612400\n2026-10-13,Tue,2353356\nForecast date: 2026-10-14 (Wed)",
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+ "fields": {
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+ "travelers": {
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+ "horizon": 1,
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+ "interval": "day",
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+ "max": 4000000,
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+ "scale": "log",
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+ "instructions": "Number of people screened tomorrow"
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+ ],
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+ "val_docs": [
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+ {
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+ "domain": "support_claim",
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+ "state": "Hi, order A-88412 arrived on Sept 28, 2026 with a cracked screen and a dented corner. I paid $649.00 plus $52.10 tax. It's now Oct 9, 2026 and I'd like this fixed or refunded. Thanks, Dana",
382
+ "fields": {
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384
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385
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+ "value": "Dana"
396
+ }
397
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398
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399
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400
+ "type": "text",
401
+ "instructions": "Order number"
402
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+ }
412
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413
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+ "value": "2026-09-28"
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+ }
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+ },
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+ "amount_paid": {
429
+ "spec": {
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+ "type": "number",
431
+ "decimals": 2,
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+ "unit": "USD",
433
+ "instructions": "Total paid including tax"
434
+ },
435
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442
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443
+ }
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+ },
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446
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+ "integer": true,
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+ },
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+ "op": 6,
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460
+ }
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+ },
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+ "damage": {
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+ "type": "list",
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+ "items": "text",
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+ "instructions": "Each kind of damage described"
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+ },
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+ "target": {
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+ "is_null": 0,
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+ "spans": [
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+ ],
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+ [
477
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+ ]
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+ ],
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+ "value": [
482
+ "cracked screen",
483
+ "dented corner"
484
+ ]
485
+ }
486
+ },
487
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488
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+ },
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+ "guess": "$52.10"
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+ }
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+ },
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+ "repair_cost": {
504
+ "spec": {
505
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506
+ "unit": "USD",
507
+ "min": 10,
508
+ "max": 5000,
509
+ "scale": "log",
510
+ "step": 1,
511
+ "instructions": "Cost to repair the damage described"
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+ },
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+ },
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+ {
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+ "id": "clairic_blog_receipt",
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+ "domain": "receipt",
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+ "state": "Receipt from Corner Cafe\nOrder #77245 | Date: 2026-07-01 13:34\nQty: 2 @ $7.99 each\nSubtotal: $15.98\nSales Tax: $0.00\nTip: $2.39",
537
+ "fields": {
538
+ "order_number": {
539
+ "spec": {
540
+ "type": "number",
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+ "integer": true,
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+ "instructions": "Order number on receipt"
543
+ },
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+ "target": {
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+ "is_null": 0,
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+ "op": 1,
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+ "span": [
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550
+ ],
551
+ "value": 77245
552
+ }
553
+ },
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+ "purchased_at": {
555
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556
+ "type": "datetime",
557
+ "instructions": "Purchase timestamp"
558
+ },
559
+ "target": {
560
+ "is_null": 0,
561
+ "op": 5,
562
+ "span": [
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564
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565
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+ "value": "2026-07-01T13:34:00"
567
+ }
568
+ },
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+ "quantity": {
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571
+ "type": "number",
572
+ "integer": true,
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+ "instructions": "Item quantity"
574
+ },
575
+ "target": {
576
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582
+ "value": 2
583
+ }
584
+ },
585
+ "unit_price": {
586
+ "spec": {
587
+ "type": "number",
588
+ "decimals": 2,
589
+ "unit": "USD",
590
+ "instructions": "Price per unit"
591
+ },
592
+ "target": {
593
+ "is_null": 0,
594
+ "op": 1,
595
+ "span": [
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597
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598
+ ],
599
+ "value": 7.99
600
+ }
601
+ },
602
+ "subtotal": {
603
+ "spec": {
604
+ "type": "number",
605
+ "decimals": 2,
606
+ "unit": "USD",
607
+ "instructions": "Subtotal before tax and tip"
608
+ },
609
+ "target": {
610
+ "is_null": 0,
611
+ "op": 4,
612
+ "span": [
613
+ 94,
614
+ 99
615
+ ],
616
+ "value": 15.98
617
+ }
618
+ },
619
+ "sales_tax": {
620
+ "spec": {
621
+ "type": "number",
622
+ "decimals": 2,
623
+ "unit": "USD",
624
+ "instructions": "Sales tax amount"
625
+ },
626
+ "target": {
627
+ "is_null": 0,
628
+ "op": 1,
629
+ "span": [
630
+ 112,
631
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632
+ ],
633
+ "value": 0
634
+ }
635
+ },
636
+ "tip": {
637
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638
+ "type": "number",
639
+ "decimals": 2,
640
+ "unit": "USD",
641
+ "instructions": "Tip amount"
642
+ },
643
+ "target": {
644
+ "is_null": 0,
645
+ "op": 1,
646
+ "span": [
647
+ 123,
648
+ 127
649
+ ],
650
+ "value": 2.39
651
+ }
652
+ },
653
+ "discount": {
654
+ "spec": {
655
+ "type": "number",
656
+ "decimals": 2,
657
+ "unit": "USD",
658
+ "instructions": "Discount amount if present"
659
+ },
660
+ "target": {
661
+ "is_null": 1,
662
+ "op": 1,
663
+ "span": [
664
+ 112,
665
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666
+ ],
667
+ "value": null,
668
+ "guess": 0
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+ }
670
+ }
671
+ }
672
+ },
673
+ {
674
+ "id": "clairic_blog_comps",
675
+ "domain": "real_estate_estimate",
676
+ "state": "Comparable sales:\nsqft,beds,year_built,neighborhood,sale_price\n1450,3,1998,Elm Park,412000\n2100,4,2006,Elm Park,585000\n980,2,1975,Riverside,265000\n1600,3,2003,Elm Park,449000\n1300,3,1990,Riverside,318000\n\nSubject property:\nsqft,beds,year_built,neighborhood\n1620,3,2001,Elm Park",
677
+ "fields": {
678
+ "sale_price": {
679
+ "spec": {
680
+ "type": "estimate",
681
+ "unit": "USD",
682
+ "min": 50000,
683
+ "max": 5000000,
684
+ "scale": "log",
685
+ "step": 1000,
686
+ "instructions": "Estimated sale price of the subject property"
687
+ },
688
+ "target": {
689
+ "is_null": 0,
690
+ "op": 7,
691
+ "span": [
692
+ 257,
693
+ 277
694
+ ],
695
+ "value": 418000,
696
+ "median": 415000,
697
+ "p10": 370000,
698
+ "p90": 470000,
699
+ "quantiles_norm": [
700
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701
+ 0.45953904618803676,
702
+ 0.4865639267998492
703
+ ]
704
+ }
705
+ }
706
+ }
707
+ },
708
+ {
709
+ "id": "clairic_blog_tsa_forecast",
710
+ "domain": "timeseries_forecast",
711
+ "state": "Daily number of people screened at TSA checkpoints at US airports.\ndate,weekday,travelers\n2026-09-30,Wed,2418910\n2026-10-01,Thu,2795400\n2026-10-02,Fri,2884120\n2026-10-03,Sat,2210450\n2026-10-04,Sun,2741890\n2026-10-05,Mon,2589320\n2026-10-06,Tue,2341180\n2026-10-07,Wed,2419650\n2026-10-08,Thu,2812300\n2026-10-09,Fri,2915600\n2026-10-10,Sat,2245900\n2026-10-11,Sun,2788400\n2026-10-12,Mon,2612400\n2026-10-13,Tue,2353356\nForecast date: 2026-10-14 (Wed)",
712
+ "fields": {
713
+ "travelers": {
714
+ "spec": {
715
+ "type": "forecast",
716
+ "horizon": 1,
717
+ "interval": "day",
718
+ "min": 500000,
719
+ "max": 4000000,
720
+ "scale": "log",
721
+ "instructions": "Number of people screened tomorrow"
722
+ },
723
+ "target": {
724
+ "is_null": 0,
725
+ "op": 7,
726
+ "span": [
727
+ 412,
728
+ 443
729
+ ],
730
+ "value": [
731
+ 2416117
732
+ ],
733
+ "median": [
734
+ 2419283
735
+ ],
736
+ "p10": [
737
+ 2270774
738
+ ],
739
+ "p90": [
740
+ 2556769
741
+ ],
742
+ "quantiles_norm": [
743
+ 0.7277280427306528,
744
+ 0.7581931803494125,
745
+ 0.7847739404240749
746
+ ]
747
+ }
748
+ }
749
+ }
750
+ },
751
+ {
752
+ "id": "support_360",
753
+ "domain": "support_claim",
754
+ "state": "Hi, order ORD-58784 arrived on Mar 12, 2026 with a bent frame, a loose charging port, and a scratched lens. I paid $489.74 plus $45.16 tax. It's now Mar 17, 2026 and I'd like this fixed or refunded. Thanks, Arjun",
755
+ "fields": {
756
+ "customer_name": {
757
+ "spec": {
758
+ "type": "text",
759
+ "instructions": "Customer's first name"
760
+ },
761
+ "target": {
762
+ "is_null": 0,
763
+ "op": 0,
764
+ "span": [
765
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766
+ 212
767
+ ],
768
+ "value": "Arjun"
769
+ }
770
+ },
771
+ "order_id": {
772
+ "spec": {
773
+ "type": "text",
774
+ "instructions": "Order number"
775
+ },
776
+ "target": {
777
+ "is_null": 0,
778
+ "op": 0,
779
+ "span": [
780
+ 10,
781
+ 19
782
+ ],
783
+ "value": "ORD-58784"
784
+ }
785
+ },
786
+ "delivered_on": {
787
+ "spec": {
788
+ "type": "date",
789
+ "instructions": "Delivery date"
790
+ },
791
+ "target": {
792
+ "is_null": 0,
793
+ "op": 5,
794
+ "span": [
795
+ 31,
796
+ 43
797
+ ],
798
+ "value": "2026-03-12"
799
+ }
800
+ },
801
+ "amount_paid": {
802
+ "spec": {
803
+ "type": "number",
804
+ "decimals": 2,
805
+ "unit": "USD",
806
+ "instructions": "Total paid including tax"
807
+ },
808
+ "target": {
809
+ "is_null": 0,
810
+ "op": 2,
811
+ "span": [
812
+ 115,
813
+ 134
814
+ ],
815
+ "value": 534.9
816
+ }
817
+ },
818
+ "days_since_delivery": {
819
+ "spec": {
820
+ "type": "duration",
821
+ "unit": "days",
822
+ "integer": true,
823
+ "instructions": "Days from delivery to the date the customer wrote"
824
+ },
825
+ "target": {
826
+ "is_null": 0,
827
+ "op": 6,
828
+ "span": [
829
+ 31,
830
+ 43
831
+ ],
832
+ "value": 5
833
+ }
834
+ },
835
+ "damage": {
836
+ "spec": {
837
+ "type": "list",
838
+ "items": "text",
839
+ "instructions": "Each kind of damage described"
840
+ },
841
+ "target": {
842
+ "is_null": 0,
843
+ "op": 0,
844
+ "spans": [
845
+ [
846
+ 51,
847
+ 61
848
+ ],
849
+ [
850
+ 65,
851
+ 84
852
+ ],
853
+ [
854
+ 92,
855
+ 106
856
+ ]
857
+ ],
858
+ "value": [
859
+ "bent frame",
860
+ "loose charging port",
861
+ "scratched lens"
862
+ ]
863
+ }
864
+ },
865
+ "tracking_number": {
866
+ "spec": {
867
+ "type": "text",
868
+ "instructions": "Carrier tracking number"
869
+ },
870
+ "target": {
871
+ "is_null": 1,
872
+ "op": 0,
873
+ "span": [
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+ 128,
875
+ 134
876
+ ],
877
+ "value": null,
878
+ "guess": "$45.16"
879
+ }
880
+ },
881
+ "repair_cost": {
882
+ "spec": {
883
+ "type": "estimate",
884
+ "unit": "USD",
885
+ "min": 10,
886
+ "max": 5000,
887
+ "scale": "log",
888
+ "step": 1,
889
+ "instructions": "Cost to repair the damage described"
890
+ },
891
+ "target": {
892
+ "is_null": 0,
893
+ "op": 7,
894
+ "span": [
895
+ 51,
896
+ 61
897
+ ],
898
+ "value": 225,
899
+ "median": 225,
900
+ "p10": 153,
901
+ "p90": 320,
902
+ "quantiles_norm": [
903
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904
+ 0.5009994612533741,
905
+ 0.5576756969887822
906
+ ]
907
+ }
908
+ }
909
+ }
910
+ },
911
+ {
912
+ "id": "receipt_361",
913
+ "domain": "receipt",
914
+ "state": "Receipt from Acme Industrial\nOrder #94523 | Date: 2026-09-04 11:29\nQty: 2 @ $20.69 each\nSubtotal: $41.38\nSales Tax: $3.41\nDiscount: -$4.14\nTip: $7.45",
915
+ "fields": {
916
+ "vendor": {
917
+ "spec": {
918
+ "type": "text",
919
+ "instructions": "Merchant or vendor name"
920
+ },
921
+ "target": {
922
+ "is_null": 0,
923
+ "op": 0,
924
+ "span": [
925
+ 13,
926
+ 28
927
+ ],
928
+ "value": "Acme Industrial"
929
+ }
930
+ },
931
+ "order_number": {
932
+ "spec": {
933
+ "type": "number",
934
+ "integer": true,
935
+ "instructions": "Order number on receipt"
936
+ },
937
+ "target": {
938
+ "is_null": 0,
939
+ "op": 1,
940
+ "span": [
941
+ 36,
942
+ 41
943
+ ],
944
+ "value": 94523
945
+ }
946
+ },
947
+ "purchased_at": {
948
+ "spec": {
949
+ "type": "datetime",
950
+ "instructions": "Purchase timestamp"
951
+ },
952
+ "target": {
953
+ "is_null": 0,
954
+ "op": 5,
955
+ "span": [
956
+ 50,
957
+ 66
958
+ ],
959
+ "value": "2026-09-04T11:29:00"
960
+ }
961
+ },
962
+ "quantity": {
963
+ "spec": {
964
+ "type": "number",
965
+ "integer": true,
966
+ "instructions": "Item quantity"
967
+ },
968
+ "target": {
969
+ "is_null": 0,
970
+ "op": 1,
971
+ "span": [
972
+ 72,
973
+ 73
974
+ ],
975
+ "value": 2
976
+ }
977
+ },
978
+ "unit_price": {
979
+ "spec": {
980
+ "type": "number",
981
+ "decimals": 2,
982
+ "unit": "USD",
983
+ "instructions": "Price per unit"
984
+ },
985
+ "target": {
986
+ "is_null": 0,
987
+ "op": 1,
988
+ "span": [
989
+ 77,
990
+ 82
991
+ ],
992
+ "value": 20.69
993
+ }
994
+ },
995
+ "subtotal": {
996
+ "spec": {
997
+ "type": "number",
998
+ "decimals": 2,
999
+ "unit": "USD",
1000
+ "instructions": "Subtotal before tax and tip"
1001
+ },
1002
+ "target": {
1003
+ "is_null": 0,
1004
+ "op": 4,
1005
+ "span": [
1006
+ 99,
1007
+ 104
1008
+ ],
1009
+ "value": 41.38
1010
+ }
1011
+ },
1012
+ "sales_tax": {
1013
+ "spec": {
1014
+ "type": "number",
1015
+ "decimals": 2,
1016
+ "unit": "USD",
1017
+ "instructions": "Sales tax amount"
1018
+ },
1019
+ "target": {
1020
+ "is_null": 0,
1021
+ "op": 1,
1022
+ "span": [
1023
+ 117,
1024
+ 121
1025
+ ],
1026
+ "value": 3.41
1027
+ }
1028
+ },
1029
+ "tip": {
1030
+ "spec": {
1031
+ "type": "number",
1032
+ "decimals": 2,
1033
+ "unit": "USD",
1034
+ "instructions": "Tip amount"
1035
+ },
1036
+ "target": {
1037
+ "is_null": 0,
1038
+ "op": 1,
1039
+ "span": [
1040
+ 145,
1041
+ 149
1042
+ ],
1043
+ "value": 7.45
1044
+ }
1045
+ },
1046
+ "discount": {
1047
+ "spec": {
1048
+ "type": "number",
1049
+ "decimals": 2,
1050
+ "unit": "USD",
1051
+ "instructions": "Discount amount if present"
1052
+ },
1053
+ "target": {
1054
+ "is_null": 0,
1055
+ "op": 1,
1056
+ "span": [
1057
+ 134,
1058
+ 138
1059
+ ],
1060
+ "value": 4.14,
1061
+ "guess": 4.14
1062
+ }
1063
+ }
1064
+ }
1065
+ },
1066
+ {
1067
+ "id": "comps_362",
1068
+ "domain": "real_estate_estimate",
1069
+ "state": "Comparable sales:\nsqft,beds,year_built,neighborhood,sale_price\n1310,3,1992,Oakridge,404000\n1390,3,1988,Oakridge,425000\n1130,2,1998,Riverside,279000\n1490,3,1981,Oakridge,449000\n1710,3,2010,Riverside,432000\n\nSubject property:\nsqft,beds,year_built,neighborhood\n1280,3,1996,Oakridge",
1070
+ "fields": {
1071
+ "sale_price": {
1072
+ "spec": {
1073
+ "type": "estimate",
1074
+ "unit": "USD",
1075
+ "min": 50000,
1076
+ "max": 5000000,
1077
+ "scale": "log",
1078
+ "step": 1000,
1079
+ "instructions": "Estimated sale price of the subject property"
1080
+ },
1081
+ "target": {
1082
+ "is_null": 0,
1083
+ "op": 7,
1084
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1089
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1090
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1091
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1092
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1097
+ }
1098
+ }
1099
+ }
1100
+ },
1101
+ {
1102
+ "id": "forecast_363",
1103
+ "domain": "timeseries_forecast",
1104
+ "state": "Daily number of people screened at TSA checkpoints at US airports.\ndate,weekday,travelers\n2026-09-19,Sat,1701356\n2026-09-20,Sun,2112829\n2026-09-21,Mon,2054636\n2026-09-22,Tue,1766062\n2026-09-23,Wed,1866567\n2026-09-24,Thu,2181221\n2026-09-25,Fri,2185396\n2026-09-26,Sat,1720000\n2026-09-27,Sun,2160584\n2026-09-28,Mon,2054872\n2026-09-29,Tue,1803375\n2026-09-30,Wed,1852311\n2026-10-01,Thu,2159615\n2026-10-02,Fri,2239804\nForecast date: 2026-10-03 (Sat)",
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+ "fields": {
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+ "travelers": {
1107
+ "spec": {
1108
+ "type": "forecast",
1109
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1110
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1112
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1113
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1114
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1116
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1122
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1123
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1125
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1126
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1129
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1131
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1132
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1142
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1144
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1145
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1146
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1147
+ "state": "Hi, order ORD-90920 arrived on Apr 8, 2026 with a torn seal and a water-stained box. I paid $373.25 plus $35.33 tax. Tracking number is 1Z514651. It's now Apr 21, 2026 and I'd like this fixed or refunded. Thanks, Priya",
1148
+ "fields": {
1149
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1150
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1151
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1176
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1177
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1178
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1179
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1181
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1191
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1192
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1193
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1195
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1196
+ "type": "number",
1197
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1198
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1199
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1200
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1201
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1205
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1207
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1209
+ }
1210
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1211
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1212
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1213
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1214
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1216
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1218
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1219
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+ }
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1230
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1231
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+ ]
1251
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1264
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+ "guess": "1Z514651"
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+ }
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+ },
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1270
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1271
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1273
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1275
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1276
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+ {
1300
+ "id": "receipt_365",
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+ "domain": "receipt",
1302
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+ "fields": {
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1315
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1316
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1321
+ "type": "number",
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1323
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1326
+ "is_null": 0,
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1328
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1329
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1331
+ ],
1332
+ "value": 85523
1333
+ }
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+ },
1335
+ "purchased_at": {
1336
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1337
+ "type": "datetime",
1338
+ "instructions": "Purchase timestamp"
1339
+ },
1340
+ "target": {
1341
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1342
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1343
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1346
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1347
+ "value": "2026-07-19T17:20:00"
1348
+ }
1349
+ },
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+ "quantity": {
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1352
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1353
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1355
+ },
1356
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1357
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1362
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1363
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1364
+ }
1365
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1366
+ "unit_price": {
1367
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1368
+ "type": "number",
1369
+ "decimals": 2,
1370
+ "unit": "USD",
1371
+ "instructions": "Price per unit"
1372
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1373
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1374
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1379
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1380
+ "value": 22.67
1381
+ }
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1384
+ "spec": {
1385
+ "type": "number",
1386
+ "decimals": 2,
1387
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+ "instructions": "Subtotal before tax and tip"
1389
+ },
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1391
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1392
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1394
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1396
+ ],
1397
+ "value": 68.01
1398
+ }
1399
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1400
+ "sales_tax": {
1401
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1402
+ "type": "number",
1403
+ "decimals": 2,
1404
+ "unit": "USD",
1405
+ "instructions": "Sales tax amount"
1406
+ },
1407
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1408
+ "is_null": 0,
1409
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1410
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1411
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1412
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1413
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1414
+ "value": 5.1
1415
+ }
1416
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1417
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1419
+ "type": "number",
1420
+ "decimals": 2,
1421
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1422
+ "instructions": "Tip amount"
1423
+ },
1424
+ "target": {
1425
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1426
+ "op": 1,
1427
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1428
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1429
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1430
+ ],
1431
+ "value": 13.6
1432
+ }
1433
+ },
1434
+ "discount": {
1435
+ "spec": {
1436
+ "type": "number",
1437
+ "decimals": 2,
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+ "unit": "USD",
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+ "instructions": "Discount amount if present"
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+ },
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+ "target": {
1442
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1444
+ "span": [
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1447
+ ],
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+ "guess": 0
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+ }
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+ }
1452
+ }
1453
+ },
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+ {
1455
+ "id": "comps_366",
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+ "domain": "real_estate_estimate",
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+ "state": "Comparable sales:\nsqft,beds,year_built,neighborhood,sale_price\n1290,3,2009,Elm Park,351000\n2090,4,1982,Elm Park,539000\n2010,4,2005,Cedar Hills,451000\n1290,3,2006,Elm Park,349000\n1670,3,1984,Cedar Hills,359000\n\nSubject property:\nsqft,beds,year_built,neighborhood\n2000,4,2010,Elm Park",
1458
+ "fields": {
1459
+ "sale_price": {
1460
+ "spec": {
1461
+ "type": "estimate",
1462
+ "unit": "USD",
1463
+ "min": 50000,
1464
+ "max": 5000000,
1465
+ "scale": "log",
1466
+ "step": 1000,
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+ "instructions": "Estimated sale price of the subject property"
1468
+ },
1469
+ "target": {
1470
+ "is_null": 0,
1471
+ "op": 7,
1472
+ "span": [
1473
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1474
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1475
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1476
+ "value": 534000,
1477
+ "median": 531000,
1478
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+ ]
1485
+ }
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+ }
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+ }
1488
+ },
1489
+ {
1490
+ "id": "forecast_367",
1491
+ "domain": "timeseries_forecast",
1492
+ "state": "Daily number of people screened at TSA checkpoints at US airports.\ndate,weekday,travelers\n2026-09-05,Sat,2031235\n2026-09-06,Sun,2449771\n2026-09-07,Mon,2343517\n2026-09-08,Tue,2117161\n2026-09-09,Wed,2162023\n2026-09-10,Thu,2502445\n2026-09-11,Fri,2626699\n2026-09-12,Sat,2087351\n2026-09-13,Sun,2520965\n2026-09-14,Mon,2382246\n2026-09-15,Tue,2131660\n2026-09-16,Wed,2106866\n2026-09-17,Thu,2562562\n2026-09-18,Fri,2577201\nForecast date: 2026-09-19 (Sat)",
1493
+ "fields": {
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+ "travelers": {
1495
+ "spec": {
1496
+ "type": "forecast",
1497
+ "horizon": 1,
1498
+ "interval": "day",
1499
+ "min": 500000,
1500
+ "max": 4000000,
1501
+ "scale": "log",
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+ "instructions": "Number of people screened tomorrow"
1503
+ },
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1505
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+ "span": [
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1513
+ ],
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1519
+ ],
1520
+ "p90": [
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1526
+ 0.7073748962596218
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+ ]
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+ }
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+ }
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+ }
1531
+ },
1532
+ {
1533
+ "id": "support_368",
1534
+ "domain": "support_claim",
1535
+ "state": "Hi, order S-55749 arrived on Sept 3, 2026 with a frayed power cable and a dead pixel cluster. I paid $313.57 plus $28.17 tax. Tracking number is 1Z186077. It's now Sept 15, 2026 and I'd like this fixed or refunded. Thanks, Maya",
1536
+ "fields": {
1537
+ "customer_name": {
1538
+ "spec": {
1539
+ "type": "text",
1540
+ "instructions": "Customer's first name"
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+ },
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+ "value": "Maya"
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+ "order_id": {
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+ "instructions": "Order number"
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+ },
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+ "target": {
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1563
+ ],
1564
+ "value": "S-55749"
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+ }
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+ },
1567
+ "delivered_on": {
1568
+ "spec": {
1569
+ "type": "date",
1570
+ "instructions": "Delivery date"
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+ },
1572
+ "target": {
1573
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1574
+ "op": 5,
1575
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1576
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1577
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1578
+ ],
1579
+ "value": "2026-09-03"
1580
+ }
1581
+ },
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+ "amount_paid": {
1583
+ "spec": {
1584
+ "type": "number",
1585
+ "decimals": 2,
1586
+ "unit": "USD",
1587
+ "instructions": "Total paid including tax"
1588
+ },
1589
+ "target": {
1590
+ "is_null": 0,
1591
+ "op": 2,
1592
+ "span": [
1593
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1594
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1595
+ ],
1596
+ "value": 341.74
1597
+ }
1598
+ },
1599
+ "days_since_delivery": {
1600
+ "spec": {
1601
+ "type": "duration",
1602
+ "unit": "days",
1603
+ "integer": true,
1604
+ "instructions": "Days from delivery to the date the customer wrote"
1605
+ },
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1609
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1612
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1614
+ }
1615
+ },
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1618
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1619
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1620
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1621
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1622
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1623
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1624
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1631
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1633
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1634
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1635
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1637
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+ ]
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1641
+ "tracking_number": {
1642
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+ "value": "1Z186077",
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+ "guess": "1Z186077"
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+ }
1656
+ },
1657
+ "repair_cost": {
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1659
+ "type": "estimate",
1660
+ "unit": "USD",
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1663
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1665
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1677
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+ ]
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+ }
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+ },
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+ {
1688
+ "id": "receipt_369",
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+ "domain": "receipt",
1690
+ "state": "Receipt from Vertex Robotics\nOrder #25364 | Date: 2026-10-02 10:07\nQty: 5 @ $92.91 each\nSubtotal: $464.55\nSales Tax: $38.33\nTip: $83.62",
1691
+ "fields": {
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+ "instructions": "Merchant or vendor name"
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1703
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+ "value": "Vertex Robotics"
1705
+ }
1706
+ },
1707
+ "order_number": {
1708
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1709
+ "type": "number",
1710
+ "integer": true,
1711
+ "instructions": "Order number on receipt"
1712
+ },
1713
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1715
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1716
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1718
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1719
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1720
+ "value": 25364
1721
+ }
1722
+ },
1723
+ "purchased_at": {
1724
+ "spec": {
1725
+ "type": "datetime",
1726
+ "instructions": "Purchase timestamp"
1727
+ },
1728
+ "target": {
1729
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1730
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1731
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1734
+ ],
1735
+ "value": "2026-10-02T10:07:00"
1736
+ }
1737
+ },
1738
+ "quantity": {
1739
+ "spec": {
1740
+ "type": "number",
1741
+ "integer": true,
1742
+ "instructions": "Item quantity"
1743
+ },
1744
+ "target": {
1745
+ "is_null": 0,
1746
+ "op": 1,
1747
+ "span": [
1748
+ 72,
1749
+ 73
1750
+ ],
1751
+ "value": 5
1752
+ }
1753
+ },
1754
+ "unit_price": {
1755
+ "spec": {
1756
+ "type": "number",
1757
+ "decimals": 2,
1758
+ "unit": "USD",
1759
+ "instructions": "Price per unit"
1760
+ },
1761
+ "target": {
1762
+ "is_null": 0,
1763
+ "op": 1,
1764
+ "span": [
1765
+ 77,
1766
+ 82
1767
+ ],
1768
+ "value": 92.91
1769
+ }
1770
+ },
1771
+ "subtotal": {
1772
+ "spec": {
1773
+ "type": "number",
1774
+ "decimals": 2,
1775
+ "unit": "USD",
1776
+ "instructions": "Subtotal before tax and tip"
1777
+ },
1778
+ "target": {
1779
+ "is_null": 0,
1780
+ "op": 4,
1781
+ "span": [
1782
+ 99,
1783
+ 105
1784
+ ],
1785
+ "value": 464.55
1786
+ }
1787
+ },
1788
+ "sales_tax": {
1789
+ "spec": {
1790
+ "type": "number",
1791
+ "decimals": 2,
1792
+ "unit": "USD",
1793
+ "instructions": "Sales tax amount"
1794
+ },
1795
+ "target": {
1796
+ "is_null": 0,
1797
+ "op": 1,
1798
+ "span": [
1799
+ 118,
1800
+ 123
1801
+ ],
1802
+ "value": 38.33
1803
+ }
1804
+ },
1805
+ "tip": {
1806
+ "spec": {
1807
+ "type": "number",
1808
+ "decimals": 2,
1809
+ "unit": "USD",
1810
+ "instructions": "Tip amount"
1811
+ },
1812
+ "target": {
1813
+ "is_null": 0,
1814
+ "op": 1,
1815
+ "span": [
1816
+ 130,
1817
+ 135
1818
+ ],
1819
+ "value": 83.62
1820
+ }
1821
+ },
1822
+ "discount": {
1823
+ "spec": {
1824
+ "type": "number",
1825
+ "decimals": 2,
1826
+ "unit": "USD",
1827
+ "instructions": "Discount amount if present"
1828
+ },
1829
+ "target": {
1830
+ "is_null": 1,
1831
+ "op": 1,
1832
+ "span": [
1833
+ 118,
1834
+ 123
1835
+ ],
1836
+ "value": null,
1837
+ "guess": 0
1838
+ }
1839
+ }
1840
+ }
1841
+ },
1842
+ {
1843
+ "id": "comps_370",
1844
+ "domain": "real_estate_estimate",
1845
+ "state": "Comparable sales:\nsqft,beds,year_built,neighborhood,sale_price\n1790,4,2010,Riverside,452000\n1170,2,2006,Riverside,293000\n1910,4,1988,Oakridge,584000\n1510,3,1975,Riverside,355000\n2010,4,1989,Oakridge,616000\n\nSubject property:\nsqft,beds,year_built,neighborhood\n2000,4,2012,Riverside",
1846
+ "fields": {
1847
+ "sale_price": {
1848
+ "spec": {
1849
+ "type": "estimate",
1850
+ "unit": "USD",
1851
+ "min": 50000,
1852
+ "max": 5000000,
1853
+ "scale": "log",
1854
+ "step": 1000,
1855
+ "instructions": "Estimated sale price of the subject property"
1856
+ },
1857
+ "target": {
1858
+ "is_null": 0,
1859
+ "op": 7,
1860
+ "span": [
1861
+ 259,
1862
+ 280
1863
+ ],
1864
+ "value": 492000,
1865
+ "median": 490000,
1866
+ "p10": 436000,
1867
+ "p90": 554000,
1868
+ "quantiles_norm": [
1869
+ 0.47025824246628345,
1870
+ 0.4956130378462472,
1871
+ 0.5222698801962056
1872
+ ]
1873
+ }
1874
+ }
1875
+ }
1876
+ },
1877
+ {
1878
+ "id": "forecast_371",
1879
+ "domain": "timeseries_forecast",
1880
+ "state": "Daily number of people screened at TSA checkpoints at US airports.\ndate,weekday,travelers\n2026-09-05,Sat,2169818\n2026-09-06,Sun,2590258\n2026-09-07,Mon,2470825\n2026-09-08,Tue,2181148\n2026-09-09,Wed,2254287\n2026-09-10,Thu,2648976\n2026-09-11,Fri,2746137\n2026-09-12,Sat,2150820\n2026-09-13,Sun,2634610\n2026-09-14,Mon,2422538\n2026-09-15,Tue,2135371\n2026-09-16,Wed,2238249\n2026-09-17,Thu,2625225\n2026-09-18,Fri,2764673\nForecast date: 2026-09-19 (Sat)",
1881
+ "fields": {
1882
+ "travelers": {
1883
+ "spec": {
1884
+ "type": "forecast",
1885
+ "horizon": 1,
1886
+ "interval": "day",
1887
+ "min": 500000,
1888
+ "max": 4000000,
1889
+ "scale": "log",
1890
+ "instructions": "Number of people screened tomorrow"
1891
+ },
1892
+ "target": {
1893
+ "is_null": 0,
1894
+ "op": 7,
1895
+ "span": [
1896
+ 412,
1897
+ 443
1898
+ ],
1899
+ "value": [
1900
+ 2157511
1901
+ ],
1902
+ "median": [
1903
+ 2160319
1904
+ ],
1905
+ "p10": [
1906
+ 2026379
1907
+ ],
1908
+ "p90": [
1909
+ 2283457
1910
+ ],
1911
+ "quantiles_norm": [
1912
+ 0.6729680103800438,
1913
+ 0.7037481204471078,
1914
+ 0.7304065408139903
1915
+ ]
1916
+ }
1917
+ }
1918
+ }
1919
+ },
1920
+ {
1921
+ "id": "support_372",
1922
+ "domain": "support_claim",
1923
+ "state": "Hi, order B-46767 arrived on May 14, 2026 with a torn seal, a dented corner, and a dead pixel cluster. I paid $113.39 plus $8.59 tax. Tracking number is 1Z770666. It's now Jun 3, 2026 and I'd like this fixed or refunded. Thanks, Lucas",
1924
+ "fields": {
1925
+ "customer_name": {
1926
+ "spec": {
1927
+ "type": "text",
1928
+ "instructions": "Customer's first name"
1929
+ },
1930
+ "target": {
1931
+ "is_null": 0,
1932
+ "op": 0,
1933
+ "span": [
1934
+ 229,
1935
+ 234
1936
+ ],
1937
+ "value": "Lucas"
1938
+ }
1939
+ },
1940
+ "order_id": {
1941
+ "spec": {
1942
+ "type": "text",
1943
+ "instructions": "Order number"
1944
+ },
1945
+ "target": {
1946
+ "is_null": 0,
1947
+ "op": 0,
1948
+ "span": [
1949
+ 10,
1950
+ 17
1951
+ ],
1952
+ "value": "B-46767"
1953
+ }
1954
+ },
1955
+ "delivered_on": {
1956
+ "spec": {
1957
+ "type": "date",
1958
+ "instructions": "Delivery date"
1959
+ },
1960
+ "target": {
1961
+ "is_null": 0,
1962
+ "op": 5,
1963
+ "span": [
1964
+ 29,
1965
+ 41
1966
+ ],
1967
+ "value": "2026-05-14"
1968
+ }
1969
+ },
1970
+ "amount_paid": {
1971
+ "spec": {
1972
+ "type": "number",
1973
+ "decimals": 2,
1974
+ "unit": "USD",
1975
+ "instructions": "Total paid including tax"
1976
+ },
1977
+ "target": {
1978
+ "is_null": 0,
1979
+ "op": 2,
1980
+ "span": [
1981
+ 110,
1982
+ 128
1983
+ ],
1984
+ "value": 121.98
1985
+ }
1986
+ },
1987
+ "days_since_delivery": {
1988
+ "spec": {
1989
+ "type": "duration",
1990
+ "unit": "days",
1991
+ "integer": true,
1992
+ "instructions": "Days from delivery to the date the customer wrote"
1993
+ },
1994
+ "target": {
1995
+ "is_null": 0,
1996
+ "op": 6,
1997
+ "span": [
1998
+ 29,
1999
+ 41
2000
+ ],
2001
+ "value": 20
2002
+ }
2003
+ },
2004
+ "damage": {
2005
+ "spec": {
2006
+ "type": "list",
2007
+ "items": "text",
2008
+ "instructions": "Each kind of damage described"
2009
+ },
2010
+ "target": {
2011
+ "is_null": 0,
2012
+ "op": 0,
2013
+ "spans": [
2014
+ [
2015
+ 49,
2016
+ 58
2017
+ ],
2018
+ [
2019
+ 62,
2020
+ 75
2021
+ ],
2022
+ [
2023
+ 83,
2024
+ 101
2025
+ ]
2026
+ ],
2027
+ "value": [
2028
+ "torn seal",
2029
+ "dented corner",
2030
+ "dead pixel cluster"
2031
+ ]
2032
+ }
2033
+ },
2034
+ "tracking_number": {
2035
+ "spec": {
2036
+ "type": "text",
2037
+ "instructions": "Carrier tracking number"
2038
+ },
2039
+ "target": {
2040
+ "is_null": 0,
2041
+ "op": 0,
2042
+ "span": [
2043
+ 153,
2044
+ 161
2045
+ ],
2046
+ "value": "1Z770666",
2047
+ "guess": "1Z770666"
2048
+ }
2049
+ },
2050
+ "repair_cost": {
2051
+ "spec": {
2052
+ "type": "estimate",
2053
+ "unit": "USD",
2054
+ "min": 10,
2055
+ "max": 5000,
2056
+ "scale": "log",
2057
+ "step": 1,
2058
+ "instructions": "Cost to repair the damage described"
2059
+ },
2060
+ "target": {
2061
+ "is_null": 0,
2062
+ "op": 7,
2063
+ "span": [
2064
+ 49,
2065
+ 58
2066
+ ],
2067
+ "value": 52,
2068
+ "median": 52,
2069
+ "p10": 35,
2070
+ "p90": 74,
2071
+ "quantiles_norm": [
2072
+ 0.20158358317291605,
2073
+ 0.2652876254587887,
2074
+ 0.3220605335867074
2075
+ ]
2076
+ }
2077
+ }
2078
+ }
2079
+ },
2080
+ {
2081
+ "id": "receipt_373",
2082
+ "domain": "receipt",
2083
+ "state": "Receipt from Vertex Robotics\nOrder #82241 | Date: 2026-02-27 12:20\nQty: 5 @ $11.09 each\nSubtotal: $55.45\nSales Tax: $0.00\nTip: $11.09",
2084
+ "fields": {
2085
+ "vendor": {
2086
+ "spec": {
2087
+ "type": "text",
2088
+ "instructions": "Merchant or vendor name"
2089
+ },
2090
+ "target": {
2091
+ "is_null": 0,
2092
+ "op": 0,
2093
+ "span": [
2094
+ 13,
2095
+ 28
2096
+ ],
2097
+ "value": "Vertex Robotics"
2098
+ }
2099
+ },
2100
+ "order_number": {
2101
+ "spec": {
2102
+ "type": "number",
2103
+ "integer": true,
2104
+ "instructions": "Order number on receipt"
2105
+ },
2106
+ "target": {
2107
+ "is_null": 0,
2108
+ "op": 1,
2109
+ "span": [
2110
+ 36,
2111
+ 41
2112
+ ],
2113
+ "value": 82241
2114
+ }
2115
+ },
2116
+ "purchased_at": {
2117
+ "spec": {
2118
+ "type": "datetime",
2119
+ "instructions": "Purchase timestamp"
2120
+ },
2121
+ "target": {
2122
+ "is_null": 0,
2123
+ "op": 5,
2124
+ "span": [
2125
+ 50,
2126
+ 66
2127
+ ],
2128
+ "value": "2026-02-27T12:20:00"
2129
+ }
2130
+ },
2131
+ "quantity": {
2132
+ "spec": {
2133
+ "type": "number",
2134
+ "integer": true,
2135
+ "instructions": "Item quantity"
2136
+ },
2137
+ "target": {
2138
+ "is_null": 0,
2139
+ "op": 1,
2140
+ "span": [
2141
+ 72,
2142
+ 73
2143
+ ],
2144
+ "value": 5
2145
+ }
2146
+ },
2147
+ "unit_price": {
2148
+ "spec": {
2149
+ "type": "number",
2150
+ "decimals": 2,
2151
+ "unit": "USD",
2152
+ "instructions": "Price per unit"
2153
+ },
2154
+ "target": {
2155
+ "is_null": 0,
2156
+ "op": 1,
2157
+ "span": [
2158
+ 77,
2159
+ 82
2160
+ ],
2161
+ "value": 11.09
2162
+ }
2163
+ },
2164
+ "subtotal": {
2165
+ "spec": {
2166
+ "type": "number",
2167
+ "decimals": 2,
2168
+ "unit": "USD",
2169
+ "instructions": "Subtotal before tax and tip"
2170
+ },
2171
+ "target": {
2172
+ "is_null": 0,
2173
+ "op": 4,
2174
+ "span": [
2175
+ 99,
2176
+ 104
2177
+ ],
2178
+ "value": 55.45
2179
+ }
2180
+ },
2181
+ "sales_tax": {
2182
+ "spec": {
2183
+ "type": "number",
2184
+ "decimals": 2,
2185
+ "unit": "USD",
2186
+ "instructions": "Sales tax amount"
2187
+ },
2188
+ "target": {
2189
+ "is_null": 0,
2190
+ "op": 1,
2191
+ "span": [
2192
+ 117,
2193
+ 121
2194
+ ],
2195
+ "value": 0.0
2196
+ }
2197
+ },
2198
+ "tip": {
2199
+ "spec": {
2200
+ "type": "number",
2201
+ "decimals": 2,
2202
+ "unit": "USD",
2203
+ "instructions": "Tip amount"
2204
+ },
2205
+ "target": {
2206
+ "is_null": 0,
2207
+ "op": 1,
2208
+ "span": [
2209
+ 128,
2210
+ 133
2211
+ ],
2212
+ "value": 11.09
2213
+ }
2214
+ },
2215
+ "discount": {
2216
+ "spec": {
2217
+ "type": "number",
2218
+ "decimals": 2,
2219
+ "unit": "USD",
2220
+ "instructions": "Discount amount if present"
2221
+ },
2222
+ "target": {
2223
+ "is_null": 1,
2224
+ "op": 1,
2225
+ "span": [
2226
+ 117,
2227
+ 121
2228
+ ],
2229
+ "value": null,
2230
+ "guess": 0
2231
+ }
2232
+ }
2233
+ }
2234
+ },
2235
+ {
2236
+ "id": "comps_374",
2237
+ "domain": "real_estate_estimate",
2238
+ "state": "Comparable sales:\nsqft,beds,year_built,neighborhood,sale_price\n1270,3,1977,Oakridge,380000\n2310,5,1982,Oakridge,697000\n1990,4,2001,Cedar Hills,443000\n1450,3,1985,Oakridge,441000\n1390,3,1990,Cedar Hills,303000\n\nSubject property:\nsqft,beds,year_built,neighborhood\n1700,3,1997,Oakridge",
2239
+ "fields": {
2240
+ "sale_price": {
2241
+ "spec": {
2242
+ "type": "estimate",
2243
+ "unit": "USD",
2244
+ "min": 50000,
2245
+ "max": 5000000,
2246
+ "scale": "log",
2247
+ "step": 1000,
2248
+ "instructions": "Estimated sale price of the subject property"
2249
+ },
2250
+ "target": {
2251
+ "is_null": 0,
2252
+ "op": 7,
2253
+ "span": [
2254
+ 262,
2255
+ 282
2256
+ ],
2257
+ "value": 513000,
2258
+ "median": 510000,
2259
+ "p10": 454000,
2260
+ "p90": 576000,
2261
+ "quantiles_norm": [
2262
+ 0.4790429242605423,
2263
+ 0.5043000858809586,
2264
+ 0.5307262395435963
2265
+ ]
2266
+ }
2267
+ }
2268
+ }
2269
+ },
2270
+ {
2271
+ "id": "forecast_375",
2272
+ "domain": "timeseries_forecast",
2273
+ "state": "Daily number of people screened at TSA checkpoints at US airports.\ndate,weekday,travelers\n2026-09-10,Thu,2592642\n2026-09-11,Fri,2694194\n2026-09-12,Sat,2168165\n2026-09-13,Sun,2599009\n2026-09-14,Mon,2506096\n2026-09-15,Tue,2120962\n2026-09-16,Wed,2207784\n2026-09-17,Thu,2622950\n2026-09-18,Fri,2692360\n2026-09-19,Sat,2159060\n2026-09-20,Sun,2562746\n2026-09-21,Mon,2416740\n2026-09-22,Tue,2162783\n2026-09-23,Wed,2187976\nForecast date: 2026-09-24 (Thu)",
2274
+ "fields": {
2275
+ "travelers": {
2276
+ "spec": {
2277
+ "type": "forecast",
2278
+ "horizon": 1,
2279
+ "interval": "day",
2280
+ "min": 500000,
2281
+ "max": 4000000,
2282
+ "scale": "log",
2283
+ "instructions": "Number of people screened tomorrow"
2284
+ },
2285
+ "target": {
2286
+ "is_null": 0,
2287
+ "op": 7,
2288
+ "span": [
2289
+ 412,
2290
+ 443
2291
+ ],
2292
+ "value": [
2293
+ 2604406
2294
+ ],
2295
+ "median": [
2296
+ 2607796
2297
+ ],
2298
+ "p10": [
2299
+ 2446113
2300
+ ],
2301
+ "p90": [
2302
+ 2756440
2303
+ ],
2304
+ "quantiles_norm": [
2305
+ 0.76349701725655,
2306
+ 0.7942770054366568,
2307
+ 0.8209353994430807
2308
+ ]
2309
+ }
2310
+ }
2311
+ }
2312
+ },
2313
+ {
2314
+ "id": "support_376",
2315
+ "domain": "support_claim",
2316
+ "state": "Hi, order S-87053 arrived on May 5, 2026 with a torn seal and a dented corner. I paid $1415.38 plus $139.28 tax. Tracking number is 1Z726700. It's now Jun 1, 2026 and I'd like this fixed or refunded. Thanks, Priya",
2317
+ "fields": {
2318
+ "customer_name": {
2319
+ "spec": {
2320
+ "type": "text",
2321
+ "instructions": "Customer's first name"
2322
+ },
2323
+ "target": {
2324
+ "is_null": 0,
2325
+ "op": 0,
2326
+ "span": [
2327
+ 208,
2328
+ 213
2329
+ ],
2330
+ "value": "Priya"
2331
+ }
2332
+ },
2333
+ "order_id": {
2334
+ "spec": {
2335
+ "type": "text",
2336
+ "instructions": "Order number"
2337
+ },
2338
+ "target": {
2339
+ "is_null": 0,
2340
+ "op": 0,
2341
+ "span": [
2342
+ 10,
2343
+ 17
2344
+ ],
2345
+ "value": "S-87053"
2346
+ }
2347
+ },
2348
+ "delivered_on": {
2349
+ "spec": {
2350
+ "type": "date",
2351
+ "instructions": "Delivery date"
2352
+ },
2353
+ "target": {
2354
+ "is_null": 0,
2355
+ "op": 5,
2356
+ "span": [
2357
+ 29,
2358
+ 40
2359
+ ],
2360
+ "value": "2026-05-05"
2361
+ }
2362
+ },
2363
+ "amount_paid": {
2364
+ "spec": {
2365
+ "type": "number",
2366
+ "decimals": 2,
2367
+ "unit": "USD",
2368
+ "instructions": "Total paid including tax"
2369
+ },
2370
+ "target": {
2371
+ "is_null": 0,
2372
+ "op": 2,
2373
+ "span": [
2374
+ 86,
2375
+ 107
2376
+ ],
2377
+ "value": 1554.66
2378
+ }
2379
+ },
2380
+ "days_since_delivery": {
2381
+ "spec": {
2382
+ "type": "duration",
2383
+ "unit": "days",
2384
+ "integer": true,
2385
+ "instructions": "Days from delivery to the date the customer wrote"
2386
+ },
2387
+ "target": {
2388
+ "is_null": 0,
2389
+ "op": 6,
2390
+ "span": [
2391
+ 29,
2392
+ 40
2393
+ ],
2394
+ "value": 27
2395
+ }
2396
+ },
2397
+ "damage": {
2398
+ "spec": {
2399
+ "type": "list",
2400
+ "items": "text",
2401
+ "instructions": "Each kind of damage described"
2402
+ },
2403
+ "target": {
2404
+ "is_null": 0,
2405
+ "op": 0,
2406
+ "spans": [
2407
+ [
2408
+ 48,
2409
+ 57
2410
+ ],
2411
+ [
2412
+ 64,
2413
+ 77
2414
+ ]
2415
+ ],
2416
+ "value": [
2417
+ "torn seal",
2418
+ "dented corner"
2419
+ ]
2420
+ }
2421
+ },
2422
+ "tracking_number": {
2423
+ "spec": {
2424
+ "type": "text",
2425
+ "instructions": "Carrier tracking number"
2426
+ },
2427
+ "target": {
2428
+ "is_null": 0,
2429
+ "op": 0,
2430
+ "span": [
2431
+ 132,
2432
+ 140
2433
+ ],
2434
+ "value": "1Z726700",
2435
+ "guess": "1Z726700"
2436
+ }
2437
+ },
2438
+ "repair_cost": {
2439
+ "spec": {
2440
+ "type": "estimate",
2441
+ "unit": "USD",
2442
+ "min": 10,
2443
+ "max": 5000,
2444
+ "scale": "log",
2445
+ "step": 1,
2446
+ "instructions": "Cost to repair the damage described"
2447
+ },
2448
+ "target": {
2449
+ "is_null": 0,
2450
+ "op": 7,
2451
+ "span": [
2452
+ 48,
2453
+ 57
2454
+ ],
2455
+ "value": 538,
2456
+ "median": 538,
2457
+ "p10": 366,
2458
+ "p90": 764,
2459
+ "quantiles_norm": [
2460
+ 0.5792880553998772,
2461
+ 0.6412751060166686,
2462
+ 0.6977081462744729
2463
+ ]
2464
+ }
2465
+ }
2466
+ }
2467
+ },
2468
+ {
2469
+ "id": "receipt_377",
2470
+ "domain": "receipt",
2471
+ "state": "Receipt from BluePeak Supply\nOrder #65945 | Date: 2026-09-11 15:52\nQty: 2 @ $41.18 each\nSubtotal: $82.36\nSales Tax: $0.00\nTip: $12.35",
2472
+ "fields": {
2473
+ "vendor": {
2474
+ "spec": {
2475
+ "type": "text",
2476
+ "instructions": "Merchant or vendor name"
2477
+ },
2478
+ "target": {
2479
+ "is_null": 0,
2480
+ "op": 0,
2481
+ "span": [
2482
+ 13,
2483
+ 28
2484
+ ],
2485
+ "value": "BluePeak Supply"
2486
+ }
2487
+ },
2488
+ "order_number": {
2489
+ "spec": {
2490
+ "type": "number",
2491
+ "integer": true,
2492
+ "instructions": "Order number on receipt"
2493
+ },
2494
+ "target": {
2495
+ "is_null": 0,
2496
+ "op": 1,
2497
+ "span": [
2498
+ 36,
2499
+ 41
2500
+ ],
2501
+ "value": 65945
2502
+ }
2503
+ },
2504
+ "purchased_at": {
2505
+ "spec": {
2506
+ "type": "datetime",
2507
+ "instructions": "Purchase timestamp"
2508
+ },
2509
+ "target": {
2510
+ "is_null": 0,
2511
+ "op": 5,
2512
+ "span": [
2513
+ 50,
2514
+ 66
2515
+ ],
2516
+ "value": "2026-09-11T15:52:00"
2517
+ }
2518
+ },
2519
+ "quantity": {
2520
+ "spec": {
2521
+ "type": "number",
2522
+ "integer": true,
2523
+ "instructions": "Item quantity"
2524
+ },
2525
+ "target": {
2526
+ "is_null": 0,
2527
+ "op": 1,
2528
+ "span": [
2529
+ 72,
2530
+ 73
2531
+ ],
2532
+ "value": 2
2533
+ }
2534
+ },
2535
+ "unit_price": {
2536
+ "spec": {
2537
+ "type": "number",
2538
+ "decimals": 2,
2539
+ "unit": "USD",
2540
+ "instructions": "Price per unit"
2541
+ },
2542
+ "target": {
2543
+ "is_null": 0,
2544
+ "op": 1,
2545
+ "span": [
2546
+ 77,
2547
+ 82
2548
+ ],
2549
+ "value": 41.18
2550
+ }
2551
+ },
2552
+ "subtotal": {
2553
+ "spec": {
2554
+ "type": "number",
2555
+ "decimals": 2,
2556
+ "unit": "USD",
2557
+ "instructions": "Subtotal before tax and tip"
2558
+ },
2559
+ "target": {
2560
+ "is_null": 0,
2561
+ "op": 4,
2562
+ "span": [
2563
+ 99,
2564
+ 104
2565
+ ],
2566
+ "value": 82.36
2567
+ }
2568
+ },
2569
+ "sales_tax": {
2570
+ "spec": {
2571
+ "type": "number",
2572
+ "decimals": 2,
2573
+ "unit": "USD",
2574
+ "instructions": "Sales tax amount"
2575
+ },
2576
+ "target": {
2577
+ "is_null": 0,
2578
+ "op": 1,
2579
+ "span": [
2580
+ 117,
2581
+ 121
2582
+ ],
2583
+ "value": 0.0
2584
+ }
2585
+ },
2586
+ "tip": {
2587
+ "spec": {
2588
+ "type": "number",
2589
+ "decimals": 2,
2590
+ "unit": "USD",
2591
+ "instructions": "Tip amount"
2592
+ },
2593
+ "target": {
2594
+ "is_null": 0,
2595
+ "op": 1,
2596
+ "span": [
2597
+ 128,
2598
+ 133
2599
+ ],
2600
+ "value": 12.35
2601
+ }
2602
+ },
2603
+ "discount": {
2604
+ "spec": {
2605
+ "type": "number",
2606
+ "decimals": 2,
2607
+ "unit": "USD",
2608
+ "instructions": "Discount amount if present"
2609
+ },
2610
+ "target": {
2611
+ "is_null": 1,
2612
+ "op": 1,
2613
+ "span": [
2614
+ 117,
2615
+ 121
2616
+ ],
2617
+ "value": null,
2618
+ "guess": 0
2619
+ }
2620
+ }
2621
+ }
2622
+ },
2623
+ {
2624
+ "id": "comps_378",
2625
+ "domain": "real_estate_estimate",
2626
+ "state": "Comparable sales:\nsqft,beds,year_built,neighborhood,sale_price\n2190,4,1979,Oakridge,657000\n1210,2,1989,Oakridge,371000\n1650,3,1981,Riverside,393000\n1710,3,2015,Oakridge,551000\n2190,4,1992,Riverside,533000\n\nSubject property:\nsqft,beds,year_built,neighborhood\n1700,3,2011,Oakridge",
2627
+ "fields": {
2628
+ "sale_price": {
2629
+ "spec": {
2630
+ "type": "estimate",
2631
+ "unit": "USD",
2632
+ "min": 50000,
2633
+ "max": 5000000,
2634
+ "scale": "log",
2635
+ "step": 1000,
2636
+ "instructions": "Estimated sale price of the subject property"
2637
+ },
2638
+ "target": {
2639
+ "is_null": 0,
2640
+ "op": 7,
2641
+ "span": [
2642
+ 258,
2643
+ 278
2644
+ ],
2645
+ "value": 526000,
2646
+ "median": 523000,
2647
+ "p10": 465000,
2648
+ "p90": 591000,
2649
+ "quantiles_norm": [
2650
+ 0.48424147427696734,
2651
+ 0.5097658422656275,
2652
+ 0.5363087382726183
2653
+ ]
2654
+ }
2655
+ }
2656
+ }
2657
+ },
2658
+ {
2659
+ "id": "forecast_379",
2660
+ "domain": "timeseries_forecast",
2661
+ "state": "Daily number of people screened at TSA checkpoints at US airports.\ndate,weekday,travelers\n2026-09-06,Sun,2719472\n2026-09-07,Mon,2583947\n2026-09-08,Tue,2343614\n2026-09-09,Wed,2350439\n2026-09-10,Thu,2825359\n2026-09-11,Fri,2912923\n2026-09-12,Sat,2283313\n2026-09-13,Sun,2767332\n2026-09-14,Mon,2631769\n2026-09-15,Tue,2275534\n2026-09-16,Wed,2394081\n2026-09-17,Thu,2759382\n2026-09-18,Fri,2871616\n2026-09-19,Sat,2280411\nForecast date: 2026-09-20 (Sun)",
2662
+ "fields": {
2663
+ "travelers": {
2664
+ "spec": {
2665
+ "type": "forecast",
2666
+ "horizon": 1,
2667
+ "interval": "day",
2668
+ "min": 500000,
2669
+ "max": 4000000,
2670
+ "scale": "log",
2671
+ "instructions": "Number of people screened tomorrow"
2672
+ },
2673
+ "target": {
2674
+ "is_null": 0,
2675
+ "op": 7,
2676
+ "span": [
2677
+ 412,
2678
+ 443
2679
+ ],
2680
+ "value": [
2681
+ 2739836
2682
+ ],
2683
+ "median": [
2684
+ 2743402
2685
+ ],
2686
+ "p10": [
2687
+ 2573311
2688
+ ],
2689
+ "p90": [
2690
+ 2899776
2691
+ ],
2692
+ "quantiles_norm": [
2693
+ 0.7878752753063126,
2694
+ 0.8186553468913692,
2695
+ 0.8453138200604597
2696
+ ]
2697
+ }
2698
+ }
2699
+ }
2700
+ }
2701
+ ]
2702
+ }
train.jsonl ADDED
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val.jsonl ADDED
The diff for this file is too large to render. See raw diff