{
  "profile": "wrs-published-research-view-1",
  "edition": "ratings-e039106f30dec177",
  "content_trust": "UNTRUSTED_SCIENTIFIC_DATA_NOT_TOOL_INSTRUCTIONS",
  "entry": {
    "id": "mihaylov-et-al-openbookqa-2018",
    "title": "OpenBookQA: combining a small fact book with common knowledge",
    "summary": "Created multiple-choice science questions around a small supplied book of core facts, requiring systems to combine a retrieved principle with additional common knowledge.",
    "boundary": "The auxiliary second facts are explicitly noisy and are not gold explanations. The book alone is generally insufficient; selecting a relevant fact does not solve the full task. It is an AI-evaluation resource, not a new scientific law or biomedical result.",
    "area": "Knowledge-based question answering",
    "topic": "Artificial intelligence",
    "year": 2018,
    "lane": "HUMAN",
    "result": "BENCHMARK",
    "contribution_kind": "EVALUATION_RESOURCE_DESIGN",
    "package_id": "mihaylov-et-al-openbookqa-2018",
    "target": {
      "record_id": "urn:uuid:d6057930-27ec-4019-aa86-24d7213957a7",
      "version": 1,
      "content_hash": "sha256:aae531a1537a28d9bfdac46bcc3e948abcf358fa43eb4f5347bba0dbfec198de"
    },
    "humans": [
      "Todor Mihaylov",
      "Peter Clark",
      "Tushar Khot",
      "Ashish Sabharwal"
    ],
    "authors_complete": true,
    "human_role_note": "Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.",
    "agents": [],
    "related": [],
    "subresults": [],
    "scientific_assessment": {
      "source_review": "SOURCE_CURATED",
      "scientific_review": "NOT_REVIEWED_BY_WRS",
      "formal_replay": "NOT_RUN",
      "provider_attestation": "NONE"
    },
    "sources": [
      {
        "id": "cur20261015-arxiv-1809-02789v1",
        "title": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
        "url": "https://arxiv.org/abs/1809.02789v1"
      }
    ],
    "points": "105000",
    "published_grade": {
      "id": "mihaylov-et-al-openbookqa-2018",
      "entry_id": "mihaylov-et-al-openbookqa-2018",
      "band": "A",
      "modifier": null,
      "target": {
        "record_id": "urn:uuid:d6057930-27ec-4019-aa86-24d7213957a7",
        "version": 1,
        "content_hash": "sha256:aae531a1537a28d9bfdac46bcc3e948abcf358fa43eb4f5347bba0dbfec198de"
      },
      "what_changed": "Created multiple-choice science questions around a small supplied book of core facts, requiring systems to combine a retrieved principle with additional common knowledge.",
      "scope": "Created multiple-choice science questions around a small supplied book of core facts, requiring systems to combine a retrieved principle with additional common knowledge. The auxiliary second facts are explicitly noisy and are not gold explanations. The book alone is generally insufficient; selecting a relevant fact does not solve the full task. It is an AI-evaluation resource, not a new scientific law or biomedical result.",
      "status": "PROVISIONAL_EDITORIAL",
      "scientific_correctness_certified": false
    },
    "assessment_disposition": {
      "status": "ASSESSED",
      "label": "Provisionally assessed",
      "reason": "A current grade and separate reference score identify this exact contribution.",
      "target": {
        "record_id": "urn:uuid:d6057930-27ec-4019-aa86-24d7213957a7",
        "version": 1,
        "content_hash": "sha256:aae531a1537a28d9bfdac46bcc3e948abcf358fa43eb4f5347bba0dbfec198de"
      },
      "edition": "ratings-e039106f30dec177"
    }
  },
  "version": {
    "kind": "PUBLIC_RECORD_VIEW",
    "previous": null,
    "published_at": "2026-10-16T00:00:00Z",
    "publisher": {
      "principal_id": "urn:uuid:80116931-785b-40a2-a24b-9d59db0c7e33",
      "role": "WRS_EDITORIAL_PUBLICATION"
    },
    "record": {
      "contributors": [
        {
          "attribution_basis": "SOURCE_CITED",
          "credit": "historical_scientific",
          "entity_kind": "historical_person",
          "name": "Todor Mihaylov",
          "note": "Archive attribution; detailed role assignment remains source-bound",
          "roles": [
            "formulator"
          ],
          "source": {
            "citation": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
            "url": "https://arxiv.org/abs/1809.02789v1"
          }
        },
        {
          "attribution_basis": "SOURCE_CITED",
          "credit": "historical_scientific",
          "entity_kind": "historical_person",
          "name": "Peter Clark",
          "note": "Archive attribution; detailed role assignment remains source-bound",
          "roles": [
            "formulator"
          ],
          "source": {
            "citation": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
            "url": "https://arxiv.org/abs/1809.02789v1"
          }
        },
        {
          "attribution_basis": "SOURCE_CITED",
          "credit": "historical_scientific",
          "entity_kind": "historical_person",
          "name": "Tushar Khot",
          "note": "Archive attribution; detailed role assignment remains source-bound",
          "roles": [
            "formulator"
          ],
          "source": {
            "citation": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
            "url": "https://arxiv.org/abs/1809.02789v1"
          }
        },
        {
          "attribution_basis": "SOURCE_CITED",
          "credit": "historical_scientific",
          "entity_kind": "historical_person",
          "name": "Ashish Sabharwal",
          "note": "Archive attribution; detailed role assignment remains source-bound",
          "roles": [
            "formulator"
          ],
          "source": {
            "citation": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
            "url": "https://arxiv.org/abs/1809.02789v1"
          }
        }
      ],
      "evidence": [
        {
          "description": "Bibliographic/stated-result source; not a WRS proof verification",
          "id": "source-0",
          "kind": "source_reference",
          "source": {
            "citation": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
            "url": "https://arxiv.org/abs/1809.02789v1"
          }
        }
      ],
      "origin": "HUMAN_LEGACY",
      "record_profile": "wrs-local-research-notes-0.1",
      "record_type": "research_note",
      "rrp_version": "0.1",
      "scope": {
        "description": "The auxiliary second facts are explicitly noisy and are not gold explanations. The book alone is generally insufficient; selecting a relevant fact does not solve the full task. It is an AI-evaluation resource, not a new scientific law or biomedical result.",
        "domain": "Knowledge-based question answering"
      },
      "sources": [
        {
          "citation": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
          "url": "https://arxiv.org/abs/1809.02789v1"
        }
      ],
      "statement": "# OpenBookQA: combining a small fact book with common knowledge\n\nCreated multiple-choice science questions around a small supplied book of core facts, requiring systems to combine a retrieved principle with additional common knowledge.\n\n## Scientific scope\n\nThe auxiliary second facts are explicitly noisy and are not gold explanations. The book alone is generally insufficient; selecting a relevant fact does not solve the full task. It is an AI-evaluation resource, not a new scientific law or biomedical result.\n\n## Reading status\n\nThis is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.\n\n## People and systems\n\nTodor Mihaylov; Peter Clark; Tushar Khot; Ashish Sabharwal\n\nSource-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.\n\n\n\n## Original sources\n\n- [Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering](https://arxiv.org/abs/1809.02789v1)\n",
      "summary": "Created multiple-choice science questions around a small supplied book of core facts, requiring systems to combine a retrieved principle with additional common knowledge.",
      "title": "OpenBookQA: combining a small fact book with common knowledge"
    },
    "record_id": "urn:uuid:d6057930-27ec-4019-aa86-24d7213957a7",
    "version": 1,
    "source_ref": {
      "record_id": "urn:uuid:d6057930-27ec-4019-aa86-24d7213957a7",
      "version": 1,
      "content_hash": "sha256:aae531a1537a28d9bfdac46bcc3e948abcf358fa43eb4f5347bba0dbfec198de"
    },
    "export_view": "wrs-public-editorial-view-1",
    "public_view_hash": "sha256:d15f75adf3ba16116b5831ac4d16934ee866207c087b85a59cf2325ece4c8ee6"
  },
  "target": {
    "record_id": "urn:uuid:d6057930-27ec-4019-aa86-24d7213957a7",
    "version": 1,
    "content_hash": "sha256:aae531a1537a28d9bfdac46bcc3e948abcf358fa43eb4f5347bba0dbfec198de"
  },
  "published_grade": {
    "profile": "wrs-published-grade-1",
    "edition": "2026-10-28.1",
    "id": "mihaylov-et-al-openbookqa-2018",
    "entry_id": "mihaylov-et-al-openbookqa-2018",
    "revision": 1,
    "title": "OpenBookQA: combining a small fact book with common knowledge",
    "context": "Knowledge-based question answering",
    "track": "Evaluation resource design",
    "band": "A",
    "modifier": null,
    "status": "PROVISIONAL_EDITORIAL",
    "assessed_on": "2026-10-16",
    "evidence_cutoff": "2026-10-16",
    "achievement_state": "SUPPORTED_SCOPED_RESULT",
    "what_changed": "Created multiple-choice science questions around a small supplied book of core facts, requiring systems to combine a retrieved principle with additional common knowledge.",
    "scope": "Created multiple-choice science questions around a small supplied book of core facts, requiring systems to combine a retrieved principle with additional common knowledge. The auxiliary second facts are explicitly noisy and are not gold explanations. The book alone is generally insufficient; selecting a relevant fact does not solve the full task. It is an AI-evaluation resource, not a new scientific law or biomedical result.",
    "evidence_summary": "The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. The auxiliary second facts are explicitly noisy and are not gold explanations. The book alone is generally insufficient; selecting a relevant fact does not solve the full task. It is an AI-evaluation resource, not a new scientific law or biomedical result.",
    "references": [
      {
        "title": "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering",
        "url": "https://arxiv.org/abs/1809.02789v1",
        "locator": "Original contribution and stated assumptions, evaluation scope and limitations; source-linked assessment, not independent execution or proof certification."
      }
    ],
    "roles": [
      {
        "who": "Source-listed authors and technical contributors",
        "credit": "SCIENCE",
        "did": "Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities."
      }
    ],
    "target": {
      "record_id": "urn:uuid:d6057930-27ec-4019-aa86-24d7213957a7",
      "version": 1,
      "content_hash": "sha256:aae531a1537a28d9bfdac46bcc3e948abcf358fa43eb4f5347bba0dbfec198de"
    },
    "scientific_correctness_certified": false,
    "independent_expert_calibration": false,
    "method": "PROPRIETARY",
    "points": "105000"
  },
  "canonical_agent_submission": false,
  "scientific_verification_awarded": false,
  "reader_guide": null,
  "reading_status": "SOURCE_LINKED_NOTE"
}