Triple

T29546968
Position Surface form Disambiguated ID Type / Status
Subject Malaysian law E749655 entity
Predicate governsEmploymentThrough P46501 FINISHED
Object Employment Act 1955
The Employment Act 1955 is Malaysia’s principal labour law that sets out minimum standards and protections for employees’ working conditions, rights, and employer obligations.
 E1872755 NE FINISHED

How this triple was built (3 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: Employment Act 1955 | Statement: [Malaysian law, governsEmploymentThrough, Employment Act 1955]
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: Employment Act 1955
Triple: [Malaysian law, governsEmploymentThrough, Employment Act 1955]
Generated description
The Employment Act 1955 is Malaysia’s principal labour law that sets out minimum standards and protections for employees’ working conditions, rights, and employer obligations.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: governsEmploymentThrough
Context triple: [Malaysian law, governsEmploymentThrough, Employment Act 1955]
  • A. jurisdictionOfEmployment
    Indicates the legal or geographic jurisdiction under whose laws or authority an employment relationship is established or governed.
  • B. employedThrough
    Indicates that an entity holds a job or work position by means of, or via the arrangement of, another entity (such as an agency, contractor, or intermediary).
  • C. governedThrough chosen
    Indicates that one entity exercises control, authority, or administration over another entity by means of a specified intermediary mechanism, structure, or process.
  • D. employsSystem
    Indicates that one entity makes use of or operates a particular system to perform its functions or activities.
  • E. employmentPolicy
    Indicates the rules, guidelines, or practices an organization establishes to govern employment relationships and working conditions.
  • 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_69f0bd48691081908cecad39bac591e0 completed April 28, 2026, 1:59 p.m.
NER Named-entity recognition batch_69ff246e0d4481908bcec718e1d4025b completed May 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_6a260c4184648190b21de658660fe246 completed June 8, 2026, 12:26 a.m.
NEDg Description generation batch_6a261065aefc8190b2945fba730d44ba completed June 8, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_6a2614a384988190939b488b13114459 completed June 8, 2026, 1:02 a.m.
PD Predicate disambiguation batch_69ff23cb70ac81909b776ace4597ae9c completed May 9, 2026, 12:08 p.m.
Created at: April 28, 2026, 5:08 p.m.