Calibrated Typed Decisions for Entity, Relation, and Event Extraction
Paper • 2610.17113 • Published • 9
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next
English Alternative forms
neest (dialectal)
neist (Scotland)
nex (archaic)
nex' (dialectal) Etymology From Middle English nexte, nexste, nixte, from Old English nīehsta, nīehste, etc., inflected forms of nīehst (“nearest, next”), superlative form of nēah (“nigh, near”), corresponding to Proto-Germanic *nēhwist (“n... | {
"entities": {
"abstract": [
{
"text": "next",
"start": 0,
"end": 4
},
{
"text": "English",
"start": 5,
"end": 12
},
{
"text": "Alternative forms",
"start": 13,
"end": 30
},
{
"text": "neest"... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
his love for money and his desire to become the next Bill Gates.
(chiefly law) Nearest in relationship. (See also next of kin.) next friend Usage notes
Near was originally the comparative form of nigh; the superlative form was next. Nigh is used today mostly in archaic, poetic, or regional contexts. Synonyms
(nearest i... | {
"entities": {
"abstract": [
{
"text": "money",
"start": 13,
"end": 18
},
{
"text": "his love for money",
"start": 0,
"end": 18
},
{
"text": "his desire to become the next Bill Gates",
"start": 23,
"end": 63
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
as to follow in time or sequence something previously mentioned. First we removed all the handles; next, we stripped off the old paint.
On the first subsequent occasion.
Financial panic, earthquakes, oil spills, riots. What comes next? When we next meet, you'll be married. Antonyms
previously Preposition next
(obsolete... | {
"entities": {
"abstract": [
{
"text": "sequence",
"start": 24,
"end": 32
},
{
"text": "something previously mentioned",
"start": 33,
"end": 63
},
{
"text": "Antonyms",
"start": 274,
"end": 282
},
{
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
school
English Pronunciation
enPR: sko͞ol, IPA(key): / skuːl /
Audio (Received Pronunciation)
Rhymes: -uːl Etymology 1
From Middle English scole, schole (“group of persons, multitude, host, school of fish”), from Middle Dutch scole (“multitude, troop of people, swarm of animals”), from Old Dutch *scola, *skola (“troop,... | {
"entities": {
"abstract": [
{
"text": "school",
"start": 0,
"end": 6
},
{
"text": "English",
"start": 7,
"end": 14
},
{
"text": "Pronunciation",
"start": 15,
"end": 28
},
{
"text": "enPR",
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
Late Latin schola, scola (“learned discussion or dissertation, lecture, school”), from Ancient Greek σχολεῖον (skholeîon), from σχολή (skholḗ, “spare time, leisure; conversations and the knowledge gained through them during free time; the places where these conversations took place”), from Proto-Indo-European *seǵʰ- (“... | {
"entities": {
"abstract": [
{
"text": "Late Latin",
"start": 0,
"end": 10
},
{
"text": "Late Latin schola",
"start": 0,
"end": 17
},
{
"text": "scola",
"start": 19,
"end": 24
},
{
"text": "l... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
An educational institution providing primary and secondary education, prior to tertiary education (college or university).
(UK) At Eton College, a period or session of teaching. Divinity, history and geography are studied for two schools per week.
Within a larger educational institution, an organizational unit, such as... | {
"entities": {
"abstract": [
{
"text": "primary and secondary education",
"start": 37,
"end": 68
},
{
"text": "tertiary education",
"start": 79,
"end": 97
},
{
"text": "teaching",
"start": 168,
"end": 176
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
The canons, precepts, or body of opinion or practice, sanctioned by the authority of a particular class or age. He was a gentleman of the old school.
An establishment offering specialized instruction, as for driving, cooking, typing, coding, etc. Synonyms
(institution dedicated to teaching and learning): academy, colle... | {
"entities": {
"abstract": [
{
"text": "opinion",
"start": 33,
"end": 40
},
{
"text": "practice",
"start": 44,
"end": 52
},
{
"text": "a particular class or age",
"start": 85,
"end": 110
},
{
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
trust
English Etymology
From Middle English trust (“trust, protection”). Long considered a borrowing from Old Norse traust (“confidence, help, protection”), itself from Proto-Germanic *traustą, but the root vocalism is incompatible, and now it's considered a reflex of an unattested Old English *trust, from a rare zero-... | {
"entities": {
"abstract": [
{
"text": "trust",
"start": 0,
"end": 5
},
{
"text": "English",
"start": 6,
"end": 13
},
{
"text": "Etymology",
"start": 14,
"end": 23
},
{
"text": "Middle Englis... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
Dependence upon something in the future; hope.
Confidence in the future payment for goods or services supplied; credit. I was out of cash, but the landlady let me have it on trust.
That which is committed or entrusted; something received in confidence; a charge.
That upon which confidence is reposed; ground of reliance... | {
"entities": {
"abstract": [
{
"text": "something",
"start": 16,
"end": 25
},
{
"text": "Dependence upon something in the future",
"start": 0,
"end": 39
},
{
"text": "hope",
"start": 41,
"end": 45
},
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
confidence, faith
(hope) expectation, hope Antonyms
distrust
mistrust
untrust
wantrust Verb trust (third-person singular simple present trusts, present participle trusting, simple past and past participle trusted)
(transitive) To place confidence in, to rely on, to confide in. We cannot trust anyone who deceives us.
(i... | {
"entities": {
"abstract": [
{
"text": "confidence",
"start": 0,
"end": 10
},
{
"text": "faith",
"start": 12,
"end": 17
},
{
"text": "hope",
"start": 19,
"end": 23
},
{
"text": "expectation",... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
credulous; to be won to confidence; to confide.
(archaic, intransitive To sell or deliver anything in reliance upon a promise of payment; to give credit. Antonyms
distrust
mistrust Adjective trust (comparative more trust, superlative most trust)
(obsolete) Secure, safe.
(obsolete) Faithful, dependable.
(law) of or rela... | {
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{
"text": "confidence",
"start": 24,
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},
{
"text": "a promise of payment",
"start": 116,
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},
{
"text": "credit",
"start": 146,
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},
{
... | {
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Now after last episodes's amazing conclusion where Napoli they beat us in the first leg of the Champions League quarter-finals and then we brought it to them in the second leg, and now advancing into the semi-finals against Manchester City, today's episode is gonna start off with three games that you know aren't as har... | {
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"text": "last episodes's",
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{
"text": "the way they play",
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{
"text": "games",
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... | {
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the next match coming up and I'm going to be playing this match because it's at home. I'd like to maybe play some of our Academy players in this match. The last match he scored Jović so I'm gonna continue hopefully his form in this game. He's up top with Galano. Galano started off well three goals and then just hasn't ... | {
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"text": "his form",
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},
{
"text": "defense",
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{
"text": "the Scudetto",
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"text":... | {
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should have maybe taken it a little bit inside the box, but you know what, that resulted in a corner and God forbid we would get anything off corners. Jović, turned, van de Beek, looking for something. He finds Galano in some space, somebody take a shot. Ok Favilli and of — what? How ... what sorry what how is there a ... | {
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{
"text": "anything",
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},
{
"text": "something",
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},
{
"text": "the lead",
"start": 547,
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},
{
"text": "... | {
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"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
this, it's gonna make me win for sure. No remark on Conti, Todibo, Musacchio, Bakker, probably not the best back line but that's what I'm going with. Paquetá scoring one Jović scoring two very happy they took Leão off but they brought on Ibrahimovic so he's gonna be tired. It's a 3-1 victory, Genoa was just some BS. We... | {
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{
"text": "the best back line",
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},
{
"text": "two",
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},
{
"label": "place",
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As in the game battle bus has launched one more time, the Fortnite World Cup Finals ends right here.
All 100 players on your screen there, Jack, Bugha, sitting out in front of everyone thus far a commanding lead. Kreo the winner of the previous game flying in there the northeast corner of the map. Spread of players acr... | {
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"text": "the game",
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"text": "Fortnite World Cup",
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{
"text": "the Fortnite World Cup Finals",
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},
... | {
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{
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for him to get home, you know, imagine he wins three million dollars here, his parents gonna ask him to take the trash out and he's gonna laugh.
Yeah right.
Pay his butler to do that, I guess at that point. Celce currently set up many builds, one of these very early awkward fights, sees those as well. You look at those... | {
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"text": "he wins three million dollars here",
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{
"text": "take the trash out",
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},
{
"text": "that",
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},... | {
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},
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"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
a fight, outside Pressure Plant but you're only 73 HP, but again you're this far to the tournament, you kind of get simpler, you just kind of go for it, you got to just forge and engage. What's up? Shot comes on through, not able to get it done as of yet. BlastR still healing up, will have bandages to get back up to ta... | {
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"event": [
{
"text": "a fight",
"start": 0,
"end": 7
},
{
"text": "the tournament",
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},
{
"text": "it",
"start": 237,
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},
{
"text": "elimination... | {
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yesterday. Well, I've said the millions of people watching online, Psalm was our player as well near the top of the leaderboards. What could he do in this last game? Could he make the trek to try to catch up to Bugha who was 15 points, 15 points ahead, in first. Pika one v. one and angled down through a handful of edit... | {
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{
"text": "this last game",
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},
{
"text": "the trek to try to catch up to Bugha who was 15 points, 15 points ahead, in first",
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},
{
"text": "the last ma... | {
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using the shockwave to try to chomp down this opponent again. Said it once, it surprised you to use that same tactic you've seen.
At this point, 100 HP, 100 shield. I do not blame him for being aggressive here, knowing that players may be a little sparse in terms of loot. He's trying to track Kinstaar on the outside ro... | {
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{
"text": "using the shockwave to try to chomp down this opponent",
"start": 0,
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},
{
"text": "that same tactic you've seen",
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},
{
"text": "end of another slurp",
... | {
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Roe v. Wade
Supreme Court of the United States
410 U.S. 113
Roe v. Wade
Appeal from the United States District Court for the Northern District of Texas
No. 70-18 Argued: December 13, 1971 --- Decided: January 22, 1973
A pregnant single woman (Roe) brought a class action challenging the constitutionality of the Texas cr... | {
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{
"text": "Roe",
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{
"text": "Wade",
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{
"text": "Roe",
"start": 60,
"end": 63
},
{
"text": "Wade",
"start": 67... | {
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those plaintiffs' Ninth and Fourteenth Amendment rights. The court ruled the Does' complaint not justiciable. Appellants directly appealed to this Court on the injunctive rulings, and appellee cross - appealed from the District Court's grant of declaratory relief to Roe and Hallford.
Held:
1. While 28 U.S.C. 1253 autho... | {
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{
"text": "those plaintiffs'",
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{
"text": "the Does'",
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},
{
"text": "Appellants",
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},
{
"text... | {
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injunctive, but erred in granting declaratory, relief to Hallford, who alleged no federally protected right not assertable as a defense against the good faith state prosecutions pending against him. Samuels v. Mackell, 401 U.S. 66. Pp. 125-127.
(c) The Does' complaint, based as it is on contingencies, any one or more o... | {
"entities": {
"person": [
{
"text": "him",
"start": 194,
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},
{
"text": "Hallford, who alleged no federally protected right not assertable as a defense against the good faith state prosecutions pending against him",
"start": 57,
"end": 1... | {
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its effectuation must be left to the medical judgment of the pregnant woman's attending physician. Pp. 163, 164.
(b) For the stage subsequent to approximately the end of the first trimester, the State, in promoting its interest in the health of the mother, may, if it chooses, regulate the abortion procedure in ways tha... | {
"entities": {
"person": [
{
"text": "the pregnant woman's",
"start": 57,
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},
{
"text": "the pregnant woman's attending physician",
"start": 57,
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},
{
"text": "the mother",
"start": 245,
"end":... | {
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{
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the opinion of the Court, in which BURGER, C.J., and DOUGLAS, BRENNAN, STEWART, MARSHALL, and POWELL, JJ., joined. BURGER, C.J., post, p. 207, DOUGLAS, J., post, p. 209, and STEWART, J., post, p. 167, filed concurring opinions. WHITE, J., filed a dissenting opinion, in which REHNQUIST, J., joined, post, p. 221. REHNQUI... | {
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{
"text": "BURGER, C.J.",
"start": 35,
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},
{
"text": "DOUGLAS",
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},
{
"text": "BRENNAN",
"start": 62,
"end": 69
},
{
"text": "STEWART... | {
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Exhibit 1.2
SERVICES AGREEMENT
This Services Agreement ("Services Agreement" or "Agreement") is entered into as of the date noted below (the "Effective Date") between StartEngine Crowdfunding, Inc., a Delaware corporation ("Company"), and Solutions Vending International, Inc a ___DE corporation ("Customer" or "you").
1... | {
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current renewal term, upon 30 days prior notice to you. If you believe that the Company has billed you incorrectly, you must contact Company no later than 60 days after the closing date on the first billing statement in which the error or problem appeared, in order to receive an adjustment or credit. Inquiries should b... | {
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ACH - US or WIRE - US).
ACH transaction: $ 1
Wire: $ 15
d) AML Fees
AML fees are charged per User per initial transaction.
AML: $ 2
AML UK: $ 5
e) Reimbursable expenses
You shall reimburse the Company for the following expenses:
(i) All credit card charges charged to the Company by its third-party credit card processor... | {
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{
"text": "WIRE - US",
"start": 12,
"end": 21
},
{
"text": "ACH",
"start": 24,
"end": 27
},
{
"text": "ACH transacti... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
reversals from chargebacks (e.g., unauthorized activity) per the Electronic Fund Transfer Act (15 U.S.C. 1693 et seq. as may be amended), Regulation E, and NACHA guidelines (collectively, such returns and reversals are "Reversals"). The Company will work to protect Customer and the receiving Users from unwarranted Reve... | {
"entities": {
"abstract": [
{
"text": "chargebacks",
"start": 15,
"end": 26
},
{
"text": "reversals from chargebacks (e.g., unauthorized activity)",
"start": 0,
"end": 56
},
{
"text": "Electronic Fund",
"start": 65,
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
collection efforts to recover the unpaid portion of the Reversal Liability and / or (v) take legal action or any other action under this Service Agreement.
5. Term and Survival
a) Subject to earlier termination as provided below, this Service Agreement is for the total duration of the Company's Offering (the "Initial T... | {
"entities": {
"abstract": [
{
"text": "the Reversal Liability",
"start": 52,
"end": 74
},
{
"text": "the unpaid portion of the Reversal Liability",
"start": 30,
"end": 74
},
{
"text": "collection efforts to recover the unpaid ... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
(C) makes a general assignment to creditors, (D) commences winding down or liquidation of its business affairs, (E) otherwise takes corporate action for the purpose of effecting any of the foregoing, or (F) ceases operating in the normal course of business;
iv) If any change to, enactment of, or change in interpretatio... | {
"entities": {
"abstract": [
{
"text": "its business affairs",
"start": 90,
"end": 110
},
{
"text": "the foregoing",
"start": 185,
"end": 198
},
{
"text": "the purpose of effecting any of the foregoing",
"start": 153,
... | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
Howard Marks CEO | {
"entities": {
"person": [
{
"text": "Howard Marks",
"start": 0,
"end": 12
},
{
"text": "CEO",
"start": 13,
"end": 16
}
]
}
} | {
"entities": [
{
"label": "person",
"description": "Any person, including fictitious figures, groups of people, and semi-human entities (e.g. Pinocchio).",
"description_source": "official"
},
{
"label": "place",
"description": "A country (e.g. Iceland), region (e.g. Sahara),... |
End of preview. Expand in Data Studio
GENTLE
GENTLE (named entity recognition), rebuilt for MNEB from the original release with character-level offsets.
Source: https://github.com/gucorpling/gentle (dep/*.conllu, Entity= annotations)
| config | split | records |
|---|---|---|
| default | test | 87 |
Labels
entities: person, place, organization, object, event, time, substance, animal, plant, abstract
Format
Each record has input (the text), output (gold annotations grouped by label) and schema (the label set with descriptions). Offsets are character offsets into input, half-open [start, end).
"output": {
"entities": {"<label>": [{"text", "start", "end"}]},
"relations": {"<label>": [{"head": {"text", "start", "end"},
"tail": {"text", "start", "end"}}]},
"events": {"<label>": [{"trigger": {"text", "start", "end"},
"arguments": [{"role", "text", "start", "end"}]}]}
}
Each schema item has a description and a description_source: official when adapted from the dataset's paper or guideline, mneb when written for MNEB. Relation datasets also give setting (end_to_end or gold_entity) and negative_label; relation items give symmetric. Event items list the roles valid for that event type.
Within a record, identical annotations are kept once and outer whitespace is trimmed from spans; source annotations are otherwise kept as annotated.
Notes
- Licence: not stated in the repository (CalOn lists CC BY 4.0).
- Test only (26 documents). Every GUM entity mention is kept, including nominal, pronominal and nested ones.
- Documents longer than 1,200 characters are cut at whitespace outside every annotated span (CalOn, arXiv:2610.17113); annotations whose parts fall in different pieces are dropped and counted.
- Descriptions follow the GUM entity type definitions.
Build
Built by scripts/datasets/gentle.py in the MNEB repository.
Citation
Aoyama et al. (2023), GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation. LAW.
License: not stated by the source; see the original release.
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