WholeDoc Bench sample, release v1

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+documents/np-00003.pdf filter=lfs diff=lfs merge=lfs -text
+documents/np-00005.pdf filter=lfs diff=lfs merge=lfs -text
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+documents/np-00008.pdf filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+license: other
+pretty_name: WholeDoc Bench (sample)
+task_categories:
+- image-to-text
+language:
+- "de"
+- "en"
+- "es"
+- "fr"
+- "nl"
+size_categories:
+- n<1K
+tags:
+- document-parsing
+- pdf
+- benchmark
+- evaluation
+- tables
+- charts
+- ocr
+- layout-detection
+- barcode
+- mrz
+configs:
+- config_name: default
+  data_files:
+  - split: test
+    path: documents.jsonl
+citation: |
+  @misc{wholedocbench2026,
+    title  = {WholeDoc Bench: Continuity, Fidelity and Machine-Readable Content in Document Parsing},
+    author = {Moldovan, Denis and Sookun, Shrevin and Mogage, Nicolae and Pizur, Matus and Mitrea, Costinel and Houssin, Olivier and Alby, Etienne and Carlier, Coralie and Mart{\'\i}n, Daniel},
+    year   = {2026},
+    url    = {https://github.com/PSPDFKit-labs/wholedoc-bench}
+  }
+---
+
+# WholeDoc Bench
+
+**Quick links:** [\[🌐 Leaderboard\]](https://www.nutrient.io/benchmarks/parse/) [\[📜 Paper\]](https://github.com/PSPDFKit-labs/wholedoc-bench/blob/main/paper.pdf) [\[💻 Code\]](https://github.com/PSPDFKit-labs/wholedoc-bench)
+
+This is the **public sample** of WholeDoc Bench, a benchmark for evaluating document parsers on
+whole documents. It contains 10 documents (28 pages) with their ground-truth answer keys, so you
+can inspect the annotation format and run the evaluation pipeline on these documents.
+
+Results from the full private evaluation set are available on the
+[benchmark page](https://www.nutrient.io/benchmarks/parse/) and in the
+[paper](https://github.com/PSPDFKit-labs/wholedoc-bench/blob/main/paper.pdf). Those results
+cannot be reproduced from this sample alone. The
+[evaluation code](https://github.com/PSPDFKit-labs/wholedoc-bench) is available to run and score
+supported parsers.
+
+## Usage
+
+Download the whole release, pinned to its tag. The rows alone are not enough to score:
+
+```bash
+uvx --from huggingface_hub hf download nutrientdocs/wholedoc-bench-sample --repo-type dataset --revision v1 --local-dir wholedoc-bench-sample
+```
+
+Then run a parser, score it and build a leaderboard with the [evaluation code](https://github.com/PSPDFKit-labs/wholedoc-bench):
+
+```bash
+uv run wholedoc-bench run --provider pdftotext --corpus wholedoc-bench-sample --out runs/pdftotext
+uv run wholedoc-bench score --corpus wholedoc-bench-sample --predictions runs/pdftotext --results results
+uv run wholedoc-bench report --results results
+```
+
+Every command checks the release first and stops if a file is missing or changed.
+
+<details>
+  <summary>Files and row fields</summary>
+
+```
+documents.jsonl       one row per document
+documents/<id>.pdf    the documents
+groundtruth/<id>.json the ground truth of each document
+release.json          the release tag, its source commit and counts
+SHA256SUMS            the checksum of every file above
+published.jsonl       every document id ever published, with its first release
+```
+
+| Field | Meaning |
+|---|---|
+| `id` | the document's permanent id |
+| `document_path`, `document_sha256` | the document file and its checksum |
+| `format`, `pages` | file format and page count |
+| `language`, `scan` | languages, and whether the document is a scan |
+| `tracks`, `supported_metrics` | what this document is scored on |
+| `groundtruth_source` | how the ground truth was made |
+| `groundtruth_path`, `groundtruth_sha256` | the ground truth file and its checksum |
+| `category`, `limits`, `licence`, `attribution` | not recorded in this release |
+
+</details>
+
+## Public sample and private set
+
+The published benchmark results use the full private evaluation set. This public sample lets you
+inspect the answer keys and run the evaluation pipeline, but it does not reproduce the full
+benchmark results.
+
+## Citation
+
+```bibtex
+@misc{wholedocbench2026,
+  title  = {WholeDoc Bench: Continuity, Fidelity and Machine-Readable Content in Document Parsing},
+  author = {Moldovan, Denis and Sookun, Shrevin and Mogage, Nicolae and Pizur, Matus and Mitrea, Costinel and Houssin, Olivier and Alby, Etienne and Carlier, Coralie and Mart{\'\i}n, Daniel},
+  year   = {2026},
+  url    = {https://github.com/PSPDFKit-labs/wholedoc-bench}
+}
+```
+
+## About the author
+
+<a href="https://nutrient.io/">
+  <img src="https://avatars2.githubusercontent.com/u/1527679?v=3&s=200" height="80" />
+</a>
+
+This project is maintained and funded by [Nutrient](https://nutrient.io/) - The deterministic document infrastructure enterprises run their highest-stakes workflows on: replayable output, clear exceptions, and full audit trails on the messy, regulated documents where AI alone breaks.

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+      "text": "Items that could not be repaired on the day were often fixed at a later session once spare parts arrived. Several sites now keep a small stock of common spare parts, which shortened waiting times considerably.",
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+      "text": "Table 1 gives the number of sessions and items for each site.",
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+      "box": [
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+      "text": "4. Workshops and events",
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+      "text": "In addition to repair sessions, the network ran 46 workshops on basic sewing, bicycle maintenance and electrical safety. The workshops were fully booked throughout the year, and waiting lists were kept for the most popular topics. Our stand at the county show attracted more than 1,500 visitors over two days.",
+      "channel": "body",
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+      ],
+      "text": "Fix-It Together Trust · Annual Activity Report 2025",
+      "channel": "furniture",
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+      "text": "Page 2",
+      "channel": "furniture",
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+      "text": "We could not accomodate every request for school visits, and we plan to train additional volunteers for this purpose. A repair marathon held in October in partnership with the libraries saved an estimated 640 kilograms of waste.",
+      "channel": "body",
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+      "text": "Table 1: Repair sessions by site, 2025",
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+          "Site",
+          "Sessions",
+          "Items brought",
+          "Items repaired",
+          "Repair rate (%)"
+        ]
+      ],
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+          "Alfreton",
+          "29",
+          "696",
+          "456",
+          "65.5"
+        ],
+        [
+          "Ashbourne",
+          "11",
+          "154",
+          "99",
+          "64.3"
+        ],
+        [
+          "Ashover",
+          "29",
+          "667",
+          "401",
+          "60.1"
+        ],
+        [
+          "Bakewell",
+          "19",
+          "437",
+          "314",
+          "71.9"
+        ],
+        [
+          "Belper",
+          "16",
+          "352",
+          "266",
+          "75.6"
+        ],
+        [
+          "Belper North",
+          "27",
+          "324",
+          "229",
+          "70.7"
+        ],
+        [
+          "Bolsover",
+          "10",
+          "240",
+          "143",
+          "59.6"
+        ],
+        [
+          "Borrowash",
+          "28",
+          "616",
+          "379",
+          "61.5"
+        ],
+        [
+          "Buxton",
+          "25",
+          "275",
+          "209",
+          "76.0"
+        ],
+        [
+          "Castleton",
+          "27",
+          "297",
+          "199",
+          "67.0"
+        ],
+        [
+          "Chapel-en-le-Frith",
+          "12",
+          "168",
+          "102",
+          "60.7"
+        ],
+        [
+          "Chesterfield",
+          "16",
+          "176",
+          "136",
+          "77.3"
+        ],
+        [
+          "Clay Cross",
+          "33",
+          "429",
+          "327",
+          "76.2"
+        ],
+        [
+          "Crich",
+          "34",
+          "442",
+          "303",
+          "68.6"
+        ],
+        [
+          "Dronfield",
+          "17",
+          "323",
+          "225",
+          "69.7"
+        ],
+        [
+          "Duffield",
+          "12",
+          "180",
+          "118",
+          "65.6"
+        ],
+        [
+          "Eckington",
+          "28",
+          "504",
+          "376",
+          "74.6"
+        ],
+        [
+          "Glossop",
+          "12",
+          "168",
+          "98",
+          "58.3"
+        ],
+        [
+          "Hathersage",
+          "18",
+          "288",
+          "173",
+          "60.1"
+        ],
+        [
+          "Heanor",
+          "14",
+          "294",
+          "221",
+          "75.2"
+        ],
+        [
+          "Hope",
+          "10",
+          "170",
+          "131",
+          "77.1"
+        ],
+        [
+          "Ilkeston",
+          "20",
+          "280",
+          "196",
+          "70.0"
+        ],
+        [
+          "Kirk Langley",
+          "24",
+          "288",
+          "173",
+          "60.1"
+        ],
+        [
+          "Long Eaton",
+          "16",
+          "192",
+          "119",
+          "62.0"
+        ],
+        [
+          "Matlock",
+          "19",
+          "437",
+          "254",
+          "58.1"
+        ],
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+          "Melbourne",
+          "27",
+          "324",
+          "204",
+          "63.0"
+        ],
+        [
+          "New Mills",
+          "30",
+          "570",
+          "334",
+          "58.6"
+        ],
+        [
+          "Ripley",
+          "9",
+          "144",
+          "94",
+          "65.3"
+        ],
+        [
+          "Shirebrook",
+          "28",
+          "644",
+          "394",
+          "61.2"
+        ],
+        [
+          "Staveley",
+          "11",
+          "220",
+          "143",
+          "65.0"
+        ],
+        [
+          "Swadlincote",
+          "24",
+          "552",
+          "321",
+          "58.2"
+        ],
+        [
+          "Tibshelf",
+          "22",
+          "396",
+          "299",
+          "75.5"
+        ],
+        [
+          "Tideswell",
+          "22",
+          "462",
+          "330",
+          "71.4"
+        ],
+        [
+          "Whaley Bridge",
+          "32",
+          "352",
+          "207",
+          "58.8"
+        ],
+        [
+          "Wirksworth",
+          "33",
+          "726",
+          "471",
+          "64.9"
+        ]
+      ],
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+        },
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+          "text": "76.0",
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+        },
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+          "text": "Chapel-en-le-Frith",
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+        {
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+        },
+        {
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+        },
+        {
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+        },
+        {
+          "text": "Chesterfield",
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+        {
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+        },
+        {
+          "text": "176",
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+        {
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+        },
+        {
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+        {
+          "text": "Clay Cross",
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+        },
+        {
+          "text": "33",
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+      "printed": "Siobhán Ní Bhriain"
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+}

groundtruth/np-00008.json

@@ -0,0 +1,788 @@
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+      "text": "De eiwitopbrengst steeg bij injectie zelfs met 20 procent doordat er ook nog eens hogere eiwitwaarden in het geoogste gras gevonden werden. Per 100 kilo verstrekte stikstof kwam bij de korrels 85 kilo stikstof via het gras terug. Bij de geïnjecteerde grasveldjes kwam 115 kilo stikstof terug via het gras. Ofwel een 36 procent betere stikstofbenutting van vloeibare, geïnjecteerde mest. „Duitse onderzoeken met spaakwielbemesters lieten 10 tot 20 procent hogere stikstof-",
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+      "text": "benutting zien. Dus was die 36 procent wel verrassend hoog”, vond De Boer, die benadrukt dat dit eenjarige cijfers op zandgrond zijn. In 2008 zal eenzelfde onderzoek op zware kleigrond in Friesland plaatsvinden en hij hoopt dat er in 2009 nog onderzoeksgeld beschikbaar is om op veen hetzelfde project te starten.",
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+      "text": "ᵅNo operator has more than one precondition.",
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+      "text": "ᵝEvery operator with more than one precondition is a composition of other operators.",
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+        "class": "serif",
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+      "class": "footnote",
+      "page": 0,
+      "box": [
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+      "text": "ᵞWith PSPACE- or NP-completeness for some sets of operators.",
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+      "header": null,
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+        {
+          "style": "superscript",
+          "start": 0,
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+        "family": "Latin Modern Roman",
+        "class": "serif",
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+      "text": "ᵟThese results are due to Bylander (1991). All other results are new.",
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+      "header": null,
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+      "spans": null,
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+      "cells": null,
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+          "end": 1
+        },
+        {
+          "style": "superscript",
+          "start": 0,
+          "end": 1
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+      ],
+      "font": {
+        "family": "Latin Modern Roman",
+        "class": "serif",
+        "size": 9.55
+      },
+      "payload": null
+    },
+    {
+      "id": "e7",
+      "class": "paragraph",
+      "page": 0,
+      "box": [
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+      "text": "This is because what makes the problem hard is the task of choosing operators that achieve several subgoals in order to minimize the overall length of the plan, and this task remains equally hard regardless of whether negated preconditions are allowed.",
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+      "level": null,
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+        "family": "Latin Modern Roman",
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+        "size": 9.45
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+      "id": "e8",
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+      "page": 0,
+      "box": [
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+      "text": "5. Delete lists are more powerful than negated preconditions. Thus, if the operators are allowed to have delete lists, then whether or not they have negated preconditions has no effect on the complexity.",
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+      "header": null,
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+        "family": "Latin Modern Roman",
+        "class": "serif",
+        "size": 9.29
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+      "id": "e9",
+      "class": "heading",
+      "page": 0,
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+      "text": "Definitions",
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+        "family": "Latin Modern Roman",
+        "class": "serif",
+        "size": 9.48
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+      "payload": null
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+      "id": "e10",
+      "class": "paragraph",
+      "page": 0,
+      "box": [
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+      "text": "Let ℒ be any datalog (i.e., function-free first-order) language. Then a state is any nonempty set of ground atoms in ℒ. Intuitively, a state tells us which ground atoms are currently true. Thus, if a ground atom A is in state S, then A is true in state S; if B ∉ S, then B is false in state S. Thus, a state is simply an Herbrand interpretation for the language ℒ, and hence each formula of first-order logic is either satisfied or not satisfied in S according to the usual first-order logic definition of satisfaction.",
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+      "header": null,
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+          "end": 77
+        },
+        {
+          "style": "italic",
+          "start": 212,
+          "end": 213
+        },
+        {
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+          "end": 227
+        },
+        {
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+        },
+        {
+          "style": "italic",
+          "start": 253,
+          "end": 254
+        },
+        {
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+          "start": 259,
+          "end": 260
+        },
+        {
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+          "start": 263,
+          "end": 264
+        },
+        {
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+          "end": 272
+        },
+        {
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+          "end": 292
+        },
+        {
+          "style": "italic",
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+          "end": 450
+        }
+      ],
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+        "family": "Latin Modern Roman",
+        "class": "serif",
+        "size": 9.4
+      },
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+    },
+    {
+      "id": "e11",
+      "class": "paragraph",
+      "page": 0,
+      "box": [
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+        0.39658,
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+      ],
+      "text": "Let ℒ be any datalog language. A planning operator α is a 4-tuple (Name(α), Pre(α), Add(α), Del(α)), where",
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+      "text": "1. Name(α) is a syntactic expression of the form α(X₁, …, Xₙ) where each Xᵢ is a variable symbol of ℒ;",
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+        {
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+        "size": 9.54
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+      "box": [
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+      "text": "2. Pre(α) is a finite set of literals, called the precondition list of α, whose variables are all from the set {X₁, …, Xₙ};",
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+        {
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+        },
+        {
+          "style": "subscript",
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+      "id": "e14",
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+      "box": [
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+      "text": "3. Add(α) and Del(α) are both finite sets of atoms (possibly non-ground) whose variables are taken",
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+      "channel": "body",
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+      "box": [
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+      "text": "Fig. 1: Initial configuration",
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+      "header": null,
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+      "id": "e17",
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+      "text": "Fig. 2: Goal configuration",
+      "channel": "body",
+      "level": null,
+      "header": null,
+      "rows": null,
+      "spans": null,
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+      "id": "e18",
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+      "box": [
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+      "text": "from the set {X₁, …, Xₙ}. Add(α) is called the add list of α, and Del(α) is called the delete list of α.",
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+      "text": "Observe that atoms and negated atoms may occur in the precondition list, but negated atoms may not occur in either the add list or the delete list.",
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+      "text": "A planning domain is a pair P = (S₀, 𝒪), where S₀ is the initial state and 𝒪 is a finite set of operators. A planning problem is a triple P = (S₀, 𝒪, G), where (S₀, 𝒪) is a planning domain and G is a goal (an existentially closed conjunction of atoms). In both cases, the language of P is the datalog language ℒ generated by the constant, predicate, and variable symbols appearing in P, along with an infinite number of variable symbols.",
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