Triple

T18754756
Position Surface form Disambiguated ID Type / Status
Subject Northern Ireland constitutional arrangements E458619 entity
Predicate modifiedBy P1121 FINISHED
Object Windsor Framework arrangements on trade and regulation
Windsor Framework arrangements on trade and regulation are a set of post-Brexit rules designed to manage how goods move between Great Britain, Northern Ireland, and the EU while addressing political and legal concerns about Northern Ireland’s status.
E1341200 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Windsor Framework arrangements on trade and regulation | Statement: [Northern Ireland constitutional arrangements, modifiedBy, Windsor Framework arrangements on trade and regulation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Windsor Framework arrangements on trade and regulation
Context triple: [Northern Ireland constitutional arrangements, modifiedBy, Windsor Framework arrangements on trade and regulation]
  • A. Review of Significant Trade mechanism
    The Review of Significant Trade mechanism is a CITES process used to evaluate and address potentially unsustainable international trade in species listed in Appendix II, prompting recommendations and corrective actions to ensure their conservation.
  • B. TRIMs accord
    The TRIMs accord is a World Trade Organization agreement that restricts the use of certain investment measures—such as local content requirements—that are considered inconsistent with free trade principles.
  • C. WTO Agreement on Preshipment Inspection
    The WTO Agreement on Preshipment Inspection is a World Trade Organization treaty that sets rules and disciplines for the use of preshipment inspection services to verify the quality, quantity, and price of traded goods before export.
  • D. China’s Protocol of Accession to the WTO
    China’s Protocol of Accession to the WTO is the formal legal agreement setting out the specific terms, commitments, and conditions under which China became a member of the World Trade Organization in 2001.
  • E. WTO Agreement on Safeguards
    The WTO Agreement on Safeguards is a multilateral trade agreement that sets detailed rules and procedures for WTO members to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Windsor Framework arrangements on trade and regulation
Triple: [Northern Ireland constitutional arrangements, modifiedBy, Windsor Framework arrangements on trade and regulation]
Generated description
Windsor Framework arrangements on trade and regulation are a set of post-Brexit rules designed to manage how goods move between Great Britain, Northern Ireland, and the EU while addressing political and legal concerns about Northern Ireland’s status.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Windsor Framework arrangements on trade and regulation
Target entity description: Windsor Framework arrangements on trade and regulation are a set of post-Brexit rules designed to manage how goods move between Great Britain, Northern Ireland, and the EU while addressing political and legal concerns about Northern Ireland’s status.
  • A. Review of Significant Trade mechanism
    The Review of Significant Trade mechanism is a CITES process used to evaluate and address potentially unsustainable international trade in species listed in Appendix II, prompting recommendations and corrective actions to ensure their conservation.
  • B. TRIMs accord
    The TRIMs accord is a World Trade Organization agreement that restricts the use of certain investment measures—such as local content requirements—that are considered inconsistent with free trade principles.
  • C. WTO Agreement on Preshipment Inspection
    The WTO Agreement on Preshipment Inspection is a World Trade Organization treaty that sets rules and disciplines for the use of preshipment inspection services to verify the quality, quantity, and price of traded goods before export.
  • D. China’s Protocol of Accession to the WTO
    China’s Protocol of Accession to the WTO is the formal legal agreement setting out the specific terms, commitments, and conditions under which China became a member of the World Trade Organization in 2001.
  • E. WTO Agreement on Safeguards
    The WTO Agreement on Safeguards is a multilateral trade agreement that sets detailed rules and procedures for WTO members to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579f084208190a4b3563d47154e69 completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d3967408190bd9fc7493179a198 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053eee3d4c81909706ea5e19aef1cf completed May 14, 2026, 3:18 a.m.
NED2 Entity disambiguation (via description) batch_6a053fa12df48190b1a8bbdd5f3080a3 completed May 14, 2026, 3:21 a.m.
Created at: April 10, 2026, 11:51 a.m.