Triple

T4054723
Position Surface form Disambiguated ID Type / Status
Subject Singapore law E84665 entity
Predicate hasIntellectualPropertyStatute P21621 FINISHED
Object Trade Marks Act
The Trade Marks Act is Singapore’s primary legislation governing the registration, protection, and enforcement of trademarks and related rights.
 E411355 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: Trade Marks Act | Statement: [Singapore law, hasIntellectualPropertyStatute, Trade Marks Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trade Marks Act
Context triple: [Singapore law, hasIntellectualPropertyStatute, Trade Marks Act]
  • A. Trademark Act of 1946 (Lanham Act) provisions
    The Trademark Act of 1946, commonly known as the Lanham Act, is the primary federal statute governing trademarks, service marks, and unfair competition in the United States.
  • B. Emblems and Names (Prevention of Improper Use) Act, 1950
    The Emblems and Names (Prevention of Improper Use) Act, 1950 is an Indian law that restricts the unauthorized use of certain official emblems, names, and symbols to prevent their misuse for commercial or professional purposes.
  • C. Trademark Act of Japan
    The Trademark Act of Japan is the primary Japanese statute governing the registration, protection, and enforcement of trademark rights within Japan.
  • D. Trademark Films
    Trademark Films is a British film production company known for producing feature films including the biographical drama "My Week with Marilyn."
  • E. Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks
    The Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks is an international treaty that establishes a standardized classification system used worldwide for registering trademarks.
  • 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: Trade Marks Act
Triple: [Singapore law, hasIntellectualPropertyStatute, Trade Marks Act]
Generated description
The Trade Marks Act is Singapore’s primary legislation governing the registration, protection, and enforcement of trademarks and related rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trade Marks Act
Target entity description: The Trade Marks Act is Singapore’s primary legislation governing the registration, protection, and enforcement of trademarks and related rights.
  • A. Trademark Act of 1946 (Lanham Act) provisions
    The Trademark Act of 1946, commonly known as the Lanham Act, is the primary federal statute governing trademarks, service marks, and unfair competition in the United States.
  • B. Emblems and Names (Prevention of Improper Use) Act, 1950
    The Emblems and Names (Prevention of Improper Use) Act, 1950 is an Indian law that restricts the unauthorized use of certain official emblems, names, and symbols to prevent their misuse for commercial or professional purposes.
  • C. Trademark Act of Japan
    The Trademark Act of Japan is the primary Japanese statute governing the registration, protection, and enforcement of trademark rights within Japan.
  • D. Trademark Films
    Trademark Films is a British film production company known for producing feature films including the biographical drama "My Week with Marilyn."
  • E. Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks
    The Nice Agreement Concerning the International Classification of Goods and Services for the Purposes of the Registration of Marks is an international treaty that establishes a standardized classification system used worldwide for registering trademarks.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01994b0c8190b34af36acadad5c6 completed March 9, 2026, 5:21 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.
Created at: March 9, 2026, 3:38 p.m.