Training — unified schema
Collection
37 training sources, one strict schema: 15 general (13 repos), 15 domain, 7 RLHN (MS MARCO, NQ, HotpotQA, FEVER, SciDocs-RR, FiQA, ArguAna). • 36 items • Updated
Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Formats:
parquet
Sub-tasks:
document-retrieval
Languages:
English
Size:
1M - 10M
License:
id stringlengths 20 20 | title stringclasses 1
value | text stringlengths 12 94k |
|---|---|---|
00025ac3d958bf620bc7 | holding that liquidation of entries is the triggering or operative event for deciding whether application of a statute or regulation is impermissibly retroactive | |
000327235f1bfe285162 | holding that the trial court had abused its discretion in dismissing the case without allowing appellants an opportunity to amend | |
00049a544cf5f70e4dbd | holding that failure to give lesserincluded charge of simple assault as lesserincluded offense of aggravated assault on police officer was reversible error | |
00086894dd770a93ecc0 | holding there was no constitutional presumption of juror bias where counsel asked the district court to make an inquiry into potential prejudice because the defendant was black and the prospective jurors were white | |
000d1e2f460a09e5aa4a | holding that a state conviction is a drug trafficking offense because the trafficked drug is listed in a csa schedule | |
000e0e859fec0d77c0c6 | holding that general crime conditions are not a stated ground for a wellfounded fear of future persecution | |
000e520bd147a47609d2 | holding that where the uncontradicted evidence shows that a former employee is working for a direct competitor no finding of irreparable injury is necessary to support a permanent injunction to protect trade secrets because irreparable injury is established as a matter of law | |
000ed338d1d255a312b5 | holding that threatening to discipline employees for not reporting union solicitation violated 8a1 | |
00123a8235737365874f | holding that statements made by witnesses found credible by the district court provide ample support for the courts factual finding that glaxo failed to prove infringement | |
0012d67abb8104c192b1 | holding that missouris reckless conduct statute establishes a crime involving moral turpitude | |
00155fdcce4d8d8dc398 | holding that claimant did not establish good cause by showing he was unable to comprehend the determination | |
001567160c7c00aaa58b | holding a defendant in a drug conspiracy case is responsible for all contraband within the scope of criminal activity jointly undertaken by the defendant and reasonably foreseeable to her internal quotation and alterations omitted | |
0015ccaedc36898588e3 | recognizing that dui manslaughter and vehicular homicide are two separate crimes neither being a lesser included offense of the other but holding that a single death cannot support convictions for both crimes | |
0016e30220fc20684ac8 | holding that 3c11 enhancements are proper where juries have found beyond a reasonable doubt that the defendant lied and could not have convicted otherwise quoting united states v thompson 962 f2d 1069 1071 dccir1992 | |
001710d9dc76b6a31c8b | holding replevin statute unconstitutional although it merely authorized the seizure of property which occurred only after the order was given to the sheriff | |
0018c23c8da79e39d9da | holding that an ijs astonishment regarding aspects of the petitioners testimony was conjecture that could not substitute for substantial evidence | |
001d5df97d229630a3cb | holding that the agency may rely on a lack of corroborative evidence where an applicants testimony is not otherwise credible | |
001d86d5f4732e10b1b7 | holding that counsel must interview more than one witness before abandoning a particular defense | |
0020da9f71a35f9810f9 | holding that plaintiff did not establish a severe or pervasive hostile work environment where the complained of conduct was episodic but not so frequent as to become pervasive was never severe was never physically threatening though occasionally discomforting or mildly humiliating and significantly was never according ... | |
002592b5fbbddc329930 | holding that defendant was not entitled to safetyvalve relief where evidence showed that he kept three firearms in the home where he sold and manufactured methamphetamine | |
0029fc3f1d9fc6ce3f1f | holding insurers uim offer was ineffectual when it offered no premium price and was on a form that failed to comply with department of insurance guidelines | |
002b6fec96f7db5a610c | holding nature of motion is determined by its substance not its title | |
002d13bc418d0a98b63d | holding untimely petition for allowance of appeal with pennsylvania supreme court which later denied petition does not operate to circumvent time restrictions of pcra by altering date on which appellants sentence became final | |
002da976f43f137523a1 | holding that the trial court impermissibly created ambiguity by comparing the contracts to extrinsic evidence | |
002ebfbc130a6ca906d5 | holding that the failure to plead a particular legal theory when the plaintiff pled two related legal theories was not a bar to recovery | |
003002a263a26732cd59 | holding that a commissioner acts as an instrumentality to inform and assist the court only the court has authority to make final orders or judgments | |
00315f46790e443b6ba9 | holding that the court lacks jurisdiction to review legal arguments not raised before the bia | |
00323e281e4dbf11e2f5 | holding a state cannot impose an income tax on indians whose income is solely from reservation sources | |
00329f07b3f2081b41ab | holding an issue must be raised to and ruled upon by the trial court to be preserved for appellate review | |
0034647ce1913f50d3b8 | holding that the intent to discriminate under batson is a pure issue of fact subject to review under a deferential standard | |
0038fdee4c0ef9c5960a | holding no appeal permitted from dismissal of writ petition | |
003ae3086a55a234e983 | holding that the failure to impose a time limit on the search for accessible veins did not make ohios protocol unconstitutional | |
0043f7dfead7321bd52b | holding second modified allen charge coercive per se unless jury requests it | |
00444633206bbc00f1b7 | holding that defendant may raise claim of ineffective assistance of counsel on direct appeal only if ineffective assistance is conclusive from the record | |
0044979ba31c2d54ad19 | holding the attorneyclient privilege does not extend to information reflecting a judgment debtors assets which is held by a law firm | |
0044fc41b5fc191261a8 | holding that despite extensive expert testimony plaintiff failed to prove its wells were imminently threatened with mtbe contamination | |
00465bff8eb7271198c7 | holding that the courts should not undertake ad hoc judicial discovery of implied statutory rights | |
0046c6192ec6c89cb287 | holding that a legal malpractice claim arising from errors by an attorney in rendering estateplanning services is properly brought by the personal representative of the estate when excess estate taxes are paid by the estate in contravention of the decedents intended estate plan | |
004830d362e4d0d887ea | holding in accordance with the restatement that a master may be subject to liability for the torts of his servants acting outside the scope of their employment if the servants conduct violated a nondelegable duty of the master or the servant purported to act on behalf of the principal there was reliance upon the appare... | |
004868c4f6dc3264baeb | holding that the tennessee plan as it relates to state appellatecourt judges does not violate the state constitution | |
0048fa685c75e8672d0a | holding that presumption of access to and knowledge of confidential information between attorney and former client notwithstanding attorneys declarations to the contrary may not be rebutted | |
004d3ddadcf934b6a56d | holding that an order designating a defendant a sexual predator was entered after defendant was convicted and sentenced and is therefore appealable as an order entered after a finding of guilt pursuant to rule 9140b1c | |
004ebf091c0f2eb42bdc | holding that congress intended the phrase physical force incorporated into 922g9 to encompass crimes characterized by the application of any physical force | |
004f2fa39a4feb5a382c | holding that a claim not alleged in the complaint was pretried by implied consent of the parties during four years of discovery and other pretrial maneuverings | |
004f9e5d15c570e37f73 | holding that records referring to defendant as escaped prisoner and escape risk were not admissible because exception for public records rule 8038b specifically excluded them as records of law enforcement personnel further holding that specific exclusion controlled over businessrecord hearsay exception rule 8036 | |
004fb3186300ffb2f691 | holding the right to record police activity on public property was not clearly established | |
00508b0608e3e8608c6a | holding parties waived any right they had to ask that appellate record be sealed | |
00512d75ada642b34be3 | holding that circuit precedent is binding unless the relevant court of last resort has undercut the prior casess theory or reasoning | |
0052a2720863c101a1e7 | holding that liquidated damages under the adea are intended to punish and deter while contrasting them to the legislative purpose of liquidated damages under the fsla | |
005563f0d2be70039389 | holding that 2073 expressly grants school districts the power to suspend teachers for proper cause for disciplinary reasons provided an iowa code 27927 discharge proceeding has been initiated | |
005593e216b56e79072b | holding that fedexs authority to operate as a motor carrier was irrelevant in determining whether fedex actually acted as a motor carrier | |
0055aafe21b0c38cc117 | holding the time trouble and expense of an unnecessary trial is not irreparable harm when determining whether the threshold elements of certiorari jurisdiction have been met | |
00565011adf68a16dbaa | holding that ves unchallenged testimony was substantial evidence supporting aljs decision | |
0056ea9995b6663e7236 | holding that restitution is proper under 2259 only to the extent the defendants offense proximately caused a victims losses | |
0059434ffbf5bc69ec8e | holding proposed notice with case caption is likely to be misunderstood as a representation that the suit probably has merit citation omitted | |
00596fd91641405fb294 | holding there was no constitutional requirement that the administrative hearing be postponed pending disposition of the criminal charges | |
005af2a5722f16070ba2 | holding tenyearolds unequivocal testimony about her father touching her was sufficient to convict him for seconddegree criminal sexual conduct despite his claim that the story was fabricated | |
005b7e3de37054e027a7 | holding that petition relating to calculation of credit for time served during federal detention was properly brought under 2241 | |
005fcb9b5a178e5e6546 | holding no legally cognizable claim for wrongful discharge where employee was terminated after seeking legal redress against a coworker for assault and battery | |
005fdbaeb2b07e1d9e30 | holding that a plaintiff who cannot establish an equal pay act claim likewise cannot establish a paybased title vii claim | |
00617d0477e9cefe5e10 | holding proof of an overt act is not required to establish a violation of 846 | |
00621a1fd1e849f0f764 | holding that a former minor who had signed a release at age 17 in order to skydive ratified the contract as a matter of law by accepting the benefits of the contract when he used the defendants facilities and further stating that the question whether that former minors subsequent actions constituted disaffirmance of th... | |
0062ca2b42eb1042c8c4 | holding defendants liable for failure to comply with 1396aa8 where insufficient funding has caused providers of methadone maintenance to place eligible individuals on waiting lists for treatment | |
0063ab6f57811f2bdb31 | holding that parent corporation could not be held liable for any acts of whollyowned subsidiary although boards of directors of the two corporations overlapped in all other respects corporation had not disregarded subsidiarys corporate separateness had not involved itself directly in management of subsidiary and had no... | |
0064114f9057543ffee9 | holding experts testimony was insufficient to survive summary judgment because the testimony at most showed the defendant deviated from the experts personal standard of care rather than the generally recognized and accepted standard of care | |
00658a4df33edee661e0 | holding that to demonstrate deficient performance a petitioner must show counsel made errors so serious that counsel was not functioning as the counsel guaranteed a defendant by the sixth amendment | |
006644696ce6f987320d | holding that objection made at directed verdict stage and in motion for new trial were timely | |
0066832f040f9126371c | holding that an argument not raised before the district court is procedurally defaulted | |
00670dde41b8f754f345 | holding government agent to be an arm of the prosecutor where he 1 actively participated in the investigation 2 supervised a confidential informant and 3 sat throughout trial at counsel table with the prosecutors | |
006767326ad6981fa0ed | holding that a notice because it was docketed should be considered a matter of public record | |
0068823f337106d80669 | holding that the surface waters of the rio grande are fully appropriated | |
006924751f5d1e8d311a | recognizing miranda v arizona 384 us 436 468 86 sct 1602 1624 16 led2d 694 1966 | |
006a0efdba93c5482a3d | holding that while case law generally indicates that an officer can be held liable for failing to intervene in another officers use of excessive force the absence of authority from the supreme court or the eleventh circuit dealing with similar circumstances supported granting qualified immunity to a defendant | |
006aa6680f867a12869b | holding ninth circuit will not impose a federal question when valid provisions of local law justify cnmi supreme court decision | |
006e8d61d97f1b5b3484 | holding that attorneys fees can be awarded only from time duty to defend arose | |
0070fe3937180fe85f96 | holding that plaintiff with diabetes requiring medication a fixed meal schedule timely snack breaks and the opportunity to use the bathroom frequently during the work day is not limited as to any major life activity when taking into account the availability of corrective and mitigating measures | |
00722ead89e71d946386 | holding that where the proper rate of interest was eight percent but the court ordered six percent movant had waived right to higher rate by not raising the issue earlier in its petition for review | |
007261032deee07b5cc2 | holding evidence sufficient to support jurys verdict when physical evidence including evidence gun was fired from a distance greater than appellant told police was inconsistent with accidental discharge during a struggle | |
00730f3771eb36529f60 | holding trial court acted within its discretion in excluding expert testimony | |
00735a32d79afe30991b | holding that where defendant has hyped the claim of superiority by attributing it to the results of scientific testing plaintiff must prove only that the tests relied upon were not sufficiently reliable to permit one to conclude with reasonable certainty that they established the proposition for which they were cited a... | |
00778f5d9c8f1a43bbe3 | holding that the word may in the declaratory judgment act does not mean shall | |
0077f2e40e8bb14211ab | holding that the fact that a group of men surrounding a car parked in a marked bus stop dispersed upon the approach of investigating officers was relevant to a reasonable suspicion determination | |
007b6e4ea4668c39c34e | recognizing title vii claim by subclass of african american women | |
007be4a4029700a7f385 | holding thirdparty complaint proper in action for declaratory judgment even though the defendant would have no pecuniary liability to plaintiffs | |
007cfea7b05769a01ea3 | holding that the legislative history medicaid case law and the mechanics of the medicaid program itself require that an attending physicians opinion as to what constitutes medical necessity in a given case be given deference | |
007d6a9eac81a333ad53 | holding that a special relaxing of rule 9b is a qui tam plaintiffs ticket to the discovery process that the statute itself does not contemplate | |
0080c5c9c3d8cd956f45 | holding that verbal threats if they are specific can constitute adverse action for retaliation purposes | |
0085e5588f4621e52b4a | holding that ny elec l 2126 unconstitutionally burdens first amendment rights as applied to a party supporting a crossendorsed candidate running in another partys primary | |
008a9e6cac2b06afacba | holding that the district court may determine whether there is a genuine issue of fact on summary judgment based on the papers submitted on the motion and such other papers as may be on file and specifically referred to and facts therein set forth in the motion papers | |
008ca01af59f313e5f94 | holding that the words school property do not include a college or university | |
008cd4f4640925199858 | holding that a contingentfee agreement should not act as a ceiling on the award of attorney fees under 42 usc 1988 | |
008deef5f4b4e9b1b3ca | holding that as a matter of law nonbreaching party was bound by the contract despite other partys material breach because nonbreaching party continued to demand performance under the contract following the material breach | |
008df53be87b8de26f4f | holding that broker owed no fiduciary duty to client as a matter of law | |
008ebf97e4148994e11c | holding that only general rather than specific reasons must be stated when a court strays from the chapter 7 range | |
008fbfa99e2576de0844 | holding that evidence that would normally be admissible may be excluded if the evidence was a direct or indirect product of an unlawful search | |
0090496977faebbf3440 | holding that a threat of serious disciplinary action constituted pressure to conform | |
0090940b40001e32f288 | holding that incidental use doctrine applied when plaintiff was one of 101 characters in a book discussing in detail the olympic massacre in munich and the book referred to plaintiff only when discussing one out of the many aspects of the tragedy | |
0091b1038811a58a1f71 | holding the port authoritys disciplinary procedures have a rational relationship to any one of a number of legitimate goals including the maintenance of a prepared uniformed police force necessary to completely secure and protect the port authority premises | |
0092ebb5412c5b851de5 | holding that appellate court could not consider objection to testimony when defendant objected at trial on different grounds | |
00941ff1abd5916ef43b | holding that district court has limited authority under rule 59 to alter or amend judgment sua sponte so long as court acts within 10 days of entry of judgment |
End of preview. Expand in Data Studio
CaseHOLD — Training, unified schema
A seeded sample of casehold/casehold, config all, made into retrieval training pairs and reshaped into the strict schema shared by every dataset in this collection. One of the 15 domain sources (code, medical, science, finance, legal) added to the collection's general sources.
| Source | casehold/casehold @ 8a4dbd58704b, config all |
| Task | citing context → holding |
| Domain · languages | legal · eng |
| Queries / documents / qrels | 40,000 / 48,630 / 40,000 |
| Qrels per query | min 1 · mean 1.0 · max 1 |
| Score values | 2 ×40,000 (2: the first positive, 1: any other) |
| Layout | queries · corpus · qrels · hard-negatives · teacher-scores, split train |
| Splits | corpus: train · hard-negatives: train · qrels: train · queries: train · teacher-scores: train |
| Hard negatives | sources: dataset, dense · 4,107,516 rows |
| Teacher scores | none yet (0 rows): jinaai/jina-reranker-v3.5 scores come next |
| Ids | sha1(text)[:20]; identical texts collapse to one document / query |
| License | unspecified |
Schema
| config | columns | rules |
|---|---|---|
queries |
id: string, text: string |
ids unique and non-empty; every query has ≥ 1 qrel |
corpus |
id: string, title: string, text: string |
title is always present ("" when the source has none) |
qrels |
query-id: string, corpus-id: string, score: int32 |
referential integrity to both tables; no duplicate pairs; no floats |
hard-negatives |
query-id: string, corpus-id: string, rank: int32, source: string |
one row per negative; (query-id, corpus-id, source) unique; never a labelled positive of the same query |
teacher-scores |
query-id: string, corpus-id: string, teacher: string, score: float32 |
one row per scored pair (positives included); a row means scored — never a placeholder |
Files are Parquet, sorted by id, zstd-compressed, sharded at 500 MB. Every rule above is checked before publishing; provenance.json records the source revision, what changed, and the output file hashes.
What changed from the source
- sampled: a seeded random sample (seed 1) of up to 40,000 pairs
- reshaped: the citing context (
citing_prompt) is the query, the correct holding the document (the parquet export of theallconfig) - negatives the source provides: the four wrong holdings (hard-negatives
source=dataset) - decontaminated (exact): a pair was dropped when its normalised query equals any evaluation query, or a positive equals a document of a test or dev corpus; a repeated query keeps its first pair
- decontaminated (near-duplicates): 0 passages that nearly copy an evaluation document some evaluation query judges relevant, and 0 queries that nearly copy an evaluation query (word 13-grams for passages, 8-grams for queries; at least half shared with one text of the 23 test sets (BEIR, RTEB, LitSearch) or the 6 dev sets) were removed, and with them 0 queries in total; near copies of evaluation-corpus documents that no evaluation query judges relevant were kept
- text: leading and trailing whitespace stripped; otherwise as converted above
- ids re-keyed to
sha1(text)[:20]: 3 documents and 0 queries collapsed into identical texts - added a
titlecolumn filled with""(the source has none)
Hard negatives and teacher scores
Filled by the collection's annotation pipeline (annotation=jina35). Interim: the candidates are final, the teacher scores are still to come.
- Candidates: dense retrieval with
jinaai/jina-embeddings-v5-text-smallover this corpus to depth 1,000; 100 candidates per query drawn from the rank windows 1–30 (30), 31–100 (30), 101–300 (20), 301–1000 (20), the query's labelled positives excluded.rankis the dense rank;sourceisdensefor a mined row anddatasetfor a negative the source labels itself. - Teacher scores: none yet.
teacher-scoresholds 0 rows until thejinaai/jina-reranker-v3.5scores (listwise, as in the other repositories) are filled in;datasetscannot return a 0-example split, so read that file withpyarrow/pandasmeanwhile. The candidates stay.
| configs | queries | hard negatives | teacher scores |
|---|---|---|---|
hard-negatives · teacher-scores |
40,000 (all) | 4,107,516 (129,489 dataset, 3,978,027 dense) | 0 |
Load it
from datasets import load_dataset
queries = load_dataset("Hyukkyu/train-casehold", "queries", split="train")
corpus = load_dataset("Hyukkyu/train-casehold", "corpus", split="train")
qrels = load_dataset("Hyukkyu/train-casehold", "qrels", split="train")
negatives = load_dataset("Hyukkyu/train-casehold", "hard-negatives", split="train")
scores = load_dataset("Hyukkyu/train-casehold", "teacher-scores", split="train")
License and attribution
The data is redistributed under the source's terms — unspecified. All credit belongs to the original authors; see the source repository (https://huggingface.co/datasets/casehold/casehold). This repository is an independent repackaging.
No license declared upstream. The source repository states no redistribution terms. This copy is published for the reproducibility of our training data only; check with the original authors before any other use.
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