Triple

T11006673
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Social Development (New Zealand) E260135 entity
Predicate oversees P46 FINISHED
Object Work and Income
Work and Income is a New Zealand government service that provides financial assistance, employment support, and social services to individuals and families in need.
E897945 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: Work and Income | Statement: [Ministry of Social Development (New Zealand), oversees, Work and Income]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Work and Income
Context triple: [Ministry of Social Development (New Zealand), oversees, Work and Income]
  • A. Wage
    Wage is the given name of Wage Rudolf Supratman, the Indonesian composer and journalist best known for writing the national anthem "Indonesia Raya."
  • B. Jobs
    Jobs is a 2013 biographical drama film depicting the life and career of Apple co-founder Steve Jobs.
  • C. Jobs
    Jobs is the surname of Steve Jobs, the influential co-founder and longtime leader of Apple Inc.
  • D. Income Support
    Income Support is a means-tested UK welfare benefit that provides financial assistance to people on low incomes who are not required to be available for full-time work.
  • E. Jobsinthemoney
    Jobsinthemoney was a niche online job board focused on careers in finance and accounting.
  • 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: Work and Income
Triple: [Ministry of Social Development (New Zealand), oversees, Work and Income]
Generated description
Work and Income is a New Zealand government service that provides financial assistance, employment support, and social services to individuals and families in need.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Work and Income
Target entity description: Work and Income is a New Zealand government service that provides financial assistance, employment support, and social services to individuals and families in need.
  • A. Wage
    Wage is the given name of Wage Rudolf Supratman, the Indonesian composer and journalist best known for writing the national anthem "Indonesia Raya."
  • B. Jobs
    Jobs is a 2013 biographical drama film depicting the life and career of Apple co-founder Steve Jobs.
  • C. Jobs
    Jobs is the surname of Steve Jobs, the influential co-founder and longtime leader of Apple Inc.
  • D. Income Support
    Income Support is a means-tested UK welfare benefit that provides financial assistance to people on low incomes who are not required to be available for full-time work.
  • E. Jobsinthemoney
    Jobsinthemoney was a niche online job board focused on careers in finance and accounting.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79756e6bc81908eae9d5f8ff0d43f completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3454cb6008190b24b128d507f2cf4 completed April 18, 2026, 8:48 a.m.
NEDg Description generation batch_69e35570b0bc8190a939b0c8e3ce8105 completed April 18, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_69e359563fec8190b432b35b8502c3f4 completed April 18, 2026, 10:13 a.m.
Created at: April 8, 2026, 9:25 p.m.