Triple

T34151924
Position Surface form Disambiguated ID Type / Status
Subject Gladys Berejiklian E876021 entity
Predicate precededBy_TreasurerOfNewSouthWales P193432 FINISHED
Object Andrew Constance
Andrew Constance is an Australian politician who has held senior ministerial roles in New South Wales, including serving as the state's Treasurer.
 E2084654 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: Andrew Constance | Statement: [Gladys Berejiklian, precededBy_TreasurerOfNewSouthWales, Andrew Constance]
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: Andrew Constance
Triple: [Gladys Berejiklian, precededBy_TreasurerOfNewSouthWales, Andrew Constance]
Generated description
Andrew Constance is an Australian politician who has held senior ministerial roles in New South Wales, including serving as the state's Treasurer.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: precededBy_TreasurerOfNewSouthWales
Context triple: [Gladys Berejiklian, precededBy_TreasurerOfNewSouthWales, Andrew Constance]
  • A. precededBy_PremierOfNewSouthWales
    Indicates that one individual served as Premier of New South Wales before another individual did.
  • B. precededBy (Governor of South Australia)
    Indicates that one governor of South Australia held office immediately before another governor of South Australia.
  • C. precededBy (as Premier of Victoria)
    Indicates that one individual previously held the position of Premier of Victoria before another individual.
  • D. successorAsGovernorOfNewSouthWales
    Indicates that one person assumed the role of Governor of New South Wales directly after another person, succeeding them in that office.
  • E. appointedAsGovernorOfNewSouthWales
    Indicates that an entity has been formally appointed to serve in the role of Governor of New South Wales.
  • F. None of above. chosen

Provenance (7 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_69f349abaa508190a820f206620efddc completed April 30, 2026, 12:23 p.m.
NER Named-entity recognition batch_69fd474b7e788190a9bb9b542d878f60 completed May 8, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a36c1cd7f288190a1ea657e560623bd completed June 20, 2026, 4:37 p.m.
NEDg Description generation batch_6a36c27a91288190bf70c5526c0e9354 completed June 20, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_6a36c332a3a48190b0bfab6d38ef019a completed June 20, 2026, 4:43 p.m.
PD Predicate disambiguation batch_69fd46d8b2f0819099d92d72c902f60e completed May 8, 2026, 2:13 a.m.
PDg Predicate description generation batch_69fd474a71648190b6b6ae4991db81b1 completed May 8, 2026, 2:15 a.m.
Created at: May 1, 2026, 1:54 a.m.