Triple

T16391573
Position Surface form Disambiguated ID Type / Status
Subject UK Parliament 1983–1987 E398063 entity
Predicate passedAct P6890 FINISHED
Object Trade Union Act 1984
The Trade Union Act 1984 was a UK law that introduced mandatory secret ballots for trade union elections and strike actions, significantly reshaping industrial relations during the Thatcher era.
E1210807 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 Union Act 1984 | Statement: [UK Parliament 1983–1987, passedAct, Trade Union Act 1984]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trade Union Act 1984
Context triple: [UK Parliament 1983–1987, passedAct, Trade Union Act 1984]
  • A. Trade Union Act 1913
    The Trade Union Act 1913 was a UK law that allowed trade unions to establish political funds and formally engage in political activities, particularly in support of the Labour Party.
  • B. Trade Disputes and Trade Unions Act 1946
    The Trade Disputes and Trade Unions Act 1946 was a UK law enacted by the post-war Labour government to restore and expand trade union rights that had been restricted by earlier legislation.
  • C. Labour Relations Act, 1995
    The Labour Relations Act, 1995 is a key South African law that governs labour relations, collective bargaining, and the resolution of workplace disputes to promote fair employment practices.
  • D. Trade Disputes and Trade Unions Act 1927
    The Trade Disputes and Trade Unions Act 1927 was a British law that significantly restricted trade union activities and political funding in the aftermath of the 1926 General Strike.
  • E. Employment Act 1982
    The Employment Act 1982 was a major piece of UK labour legislation under Margaret Thatcher’s government that significantly restricted trade union powers and strengthened employers’ rights during industrial disputes.
  • 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 Union Act 1984
Triple: [UK Parliament 1983–1987, passedAct, Trade Union Act 1984]
Generated description
The Trade Union Act 1984 was a UK law that introduced mandatory secret ballots for trade union elections and strike actions, significantly reshaping industrial relations during the Thatcher era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trade Union Act 1984
Target entity description: The Trade Union Act 1984 was a UK law that introduced mandatory secret ballots for trade union elections and strike actions, significantly reshaping industrial relations during the Thatcher era.
  • A. Trade Union Act 1913
    The Trade Union Act 1913 was a UK law that allowed trade unions to establish political funds and formally engage in political activities, particularly in support of the Labour Party.
  • B. Trade Disputes and Trade Unions Act 1946
    The Trade Disputes and Trade Unions Act 1946 was a UK law enacted by the post-war Labour government to restore and expand trade union rights that had been restricted by earlier legislation.
  • C. Labour Relations Act, 1995
    The Labour Relations Act, 1995 is a key South African law that governs labour relations, collective bargaining, and the resolution of workplace disputes to promote fair employment practices.
  • D. Trade Disputes and Trade Unions Act 1927
    The Trade Disputes and Trade Unions Act 1927 was a British law that significantly restricted trade union activities and political funding in the aftermath of the 1926 General Strike.
  • E. Employment Act 1982
    The Employment Act 1982 was a major piece of UK labour legislation under Margaret Thatcher’s government that significantly restricted trade union powers and strengthened employers’ rights during industrial disputes.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e326436ce881909f0f3899b8d931aa completed April 18, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003573c6d48190979201b9619c5103 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00373d262c8190b85e451ca0763504 completed May 10, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0037e43a2c8190993447ade595f6e6 completed May 10, 2026, 7:46 a.m.
Created at: April 10, 2026, 5:08 a.m.