Triple

T4054717
Position Surface form Disambiguated ID Type / Status
Subject Singapore law E84665 entity
Predicate hasArbitrationStatute P21621 FINISHED
Object Arbitration Act
The Arbitration Act is Singapore’s primary statute governing domestic arbitration proceedings, setting out the legal framework for resolving disputes outside the courts.
E411349 NE FINISHED

How this triple was built (5 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: Arbitration Act | Statement: [Singapore law, hasArbitrationStatute, Arbitration Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arbitration Act
Context triple: [Singapore law, hasArbitrationStatute, Arbitration Act]
  • A. New York Convention
    The New York Convention was the 1788 state ratifying convention where delegates debated and ultimately approved the United States Constitution on behalf of New York.
  • B. Multi-Party Interim Appeal Arbitration Arrangement
    The Multi-Party Interim Appeal Arbitration Arrangement is a World Trade Organization mechanism created by a group of members to provide an alternative system for resolving trade dispute appeals while the WTO Appellate Body is non-functional.
  • C. Ley de Enjuiciamiento Civil
    La Ley de Enjuiciamiento Civil es la norma básica que regula el procedimiento de los juicios civiles y mercantiles en España.
  • D. UNCITRAL Arbitration Rules
    The UNCITRAL Arbitration Rules are a widely adopted set of procedural rules for conducting international commercial and investment arbitration, designed to provide a neutral, flexible, and comprehensive framework for resolving cross-border disputes.
  • E. Administrative Case Litigation Act
    The Administrative Case Litigation Act is a Japanese statute that governs how individuals and entities can challenge administrative actions and decisions through lawsuits in the country’s courts.
  • 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: Arbitration Act
Triple: [Singapore law, hasArbitrationStatute, Arbitration Act]
Generated description
The Arbitration Act is Singapore’s primary statute governing domestic arbitration proceedings, setting out the legal framework for resolving disputes outside the courts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arbitration Act
Target entity description: The Arbitration Act is Singapore’s primary statute governing domestic arbitration proceedings, setting out the legal framework for resolving disputes outside the courts.
  • A. New York Convention
    The New York Convention was the 1788 state ratifying convention where delegates debated and ultimately approved the United States Constitution on behalf of New York.
  • B. Multi-Party Interim Appeal Arbitration Arrangement
    The Multi-Party Interim Appeal Arbitration Arrangement is a World Trade Organization mechanism created by a group of members to provide an alternative system for resolving trade dispute appeals while the WTO Appellate Body is non-functional.
  • C. Ley de Enjuiciamiento Civil
    La Ley de Enjuiciamiento Civil es la norma básica que regula el procedimiento de los juicios civiles y mercantiles en España.
  • D. Court of Arbitration
    The Court of Arbitration, now known as the Constitutional Court of Belgium, is the country’s highest judicial body for reviewing the constitutionality of laws and protecting fundamental rights.
  • E. UNCITRAL Arbitration Rules
    The UNCITRAL Arbitration Rules are a widely adopted set of procedural rules for conducting international commercial and investment arbitration, designed to provide a neutral, flexible, and comprehensive framework for resolving cross-border disputes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasArbitrationStatute
Context triple: [Singapore law, hasArbitrationStatute, Arbitration Act]
  • A. hasSpecialStatute chosen
    Indicates that a subject is governed by, or associated with, a specific legal or regulatory statute that grants it particular rules, status, or treatment distinct from general provisions.
  • B. establishedByStatute
    Indicates that something has been formally created, defined, or authorized through a specific law or statute.
  • C. hasAutonomyStatute
    Indicates that an entity is governed by or subject to a specific autonomy statute defining its self-governing powers or autonomous status.
  • D. statuteInvolved
    Indicates that a particular statute or legal provision is implicated, referenced, or applied in relation to a given case, event, or legal matter.
  • E. hasDisputeResolutionBody
    Indicates that there exists a designated body or authority responsible for resolving disputes related to the associated entity or relationship.
  • F. None of above.

Provenance (6 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefbaa84b88190856e179266769e6d completed March 9, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562a0f19c819084d23c3802ce8ca6 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b5666c19f4819084f7e584e34f82c2 completed March 14, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69b566cd444081908e61d131abd93d6d completed March 14, 2026, 1:46 p.m.
PD Predicate disambiguation batch_69aef90249e4819095e9e043bc4aa9a6 completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:38 p.m.