Triple

T11006674
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Social Development (New Zealand) E260135 entity
Predicate oversees P46 FINISHED
Object StudyLink
StudyLink is a New Zealand government service that administers student loans, allowances, and other financial support for tertiary students.
 E897946 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: StudyLink | Statement: [Ministry of Social Development (New Zealand), oversees, StudyLink]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: StudyLink
Context triple: [Ministry of Social Development (New Zealand), oversees, StudyLink]
  • A. Britannica Digital Learning
    Britannica Digital Learning is an educational division of Encyclopaedia Britannica that provides digital learning resources and curriculum-aligned content for schools and libraries.
  • B. School of Access
    The School of Access is an academic division at Camosun College that focuses on preparatory, upgrading, and access-oriented programs to help students transition into further education or employment.
  • C. What Works Clearinghouse
    What Works Clearinghouse is a U.S. government initiative that reviews and summarizes education research to identify and promote evidence-based practices in education.
  • D. DiscoverEd library search service
    DiscoverEd library search service is the University of Edinburgh’s unified discovery platform for finding and accessing the library’s print and electronic collections.
  • E. Fieldlink
    Fieldlink was an early digital payments and security startup co-founded by Max Levchin that later evolved into the company behind PayPal.
  • 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: StudyLink
Triple: [Ministry of Social Development (New Zealand), oversees, StudyLink]
Generated description
StudyLink is a New Zealand government service that administers student loans, allowances, and other financial support for tertiary students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: StudyLink
Target entity description: StudyLink is a New Zealand government service that administers student loans, allowances, and other financial support for tertiary students.
  • A. Britannica Digital Learning
    Britannica Digital Learning is an educational division of Encyclopaedia Britannica that provides digital learning resources and curriculum-aligned content for schools and libraries.
  • B. School of Access
    The School of Access is an academic division at Camosun College that focuses on preparatory, upgrading, and access-oriented programs to help students transition into further education or employment.
  • C. What Works Clearinghouse
    What Works Clearinghouse is a U.S. government initiative that reviews and summarizes education research to identify and promote evidence-based practices in education.
  • D. DiscoverEd library search service
    DiscoverEd library search service is the University of Edinburgh’s unified discovery platform for finding and accessing the library’s print and electronic collections.
  • E. Fieldlink
    Fieldlink was an early digital payments and security startup co-founded by Max Levchin that later evolved into the company behind PayPal.
  • 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.