Triple

T23548842
Position Surface form Disambiguated ID Type / Status
Subject Wangaratta E577979 entity
Predicate locatedInCountrySubdivision P766 FINISHED
Object Hume statistical division
The Hume statistical division is a regional area in northeastern Victoria, Australia, used for census and statistical purposes and encompassing cities such as Wangaratta.
 E1590879 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: Hume statistical division | Statement: [Wangaratta, locatedInCountrySubdivision, Hume statistical division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hume statistical division
Context triple: [Wangaratta, locatedInCountrySubdivision, Hume statistical division]
  • A. Mill’s methods of induction
    Mill’s methods of induction are a set of systematic logical techniques proposed by John Stuart Mill for identifying causal relationships from empirical observations.
  • B. "The Philosophy of David Hume"
    "The Philosophy of David Hume" is a landmark scholarly study in which Norman Kemp Smith offers an influential and systematic interpretation of Hume’s philosophy, especially his theory of knowledge and metaphysics.
  • C. A Treatise on Probability
    A Treatise on Probability is John Maynard Keynes’s influential 1921 work that develops a logical and philosophical theory of probability, challenging classical and frequency-based interpretations.
  • D. Probability, Statistics and Truth
    Probability, Statistics and Truth is a foundational book by Richard von Mises that presents his frequentist interpretation of probability and explores the philosophical and practical implications of statistical reasoning.
  • E. Hume’s Theory of the External World
    Hume’s Theory of the External World is a philosophical work by H. H. Price that critically examines David Hume’s account of perception and the existence of an external reality.
  • 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: Hume statistical division
Triple: [Wangaratta, locatedInCountrySubdivision, Hume statistical division]
Generated description
The Hume statistical division is a regional area in northeastern Victoria, Australia, used for census and statistical purposes and encompassing cities such as Wangaratta.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hume statistical division
Target entity description: The Hume statistical division is a regional area in northeastern Victoria, Australia, used for census and statistical purposes and encompassing cities such as Wangaratta.
  • A. Mill’s methods of induction
    Mill’s methods of induction are a set of systematic logical techniques proposed by John Stuart Mill for identifying causal relationships from empirical observations.
  • B. "The Philosophy of David Hume"
    "The Philosophy of David Hume" is a landmark scholarly study in which Norman Kemp Smith offers an influential and systematic interpretation of Hume’s philosophy, especially his theory of knowledge and metaphysics.
  • C. A Treatise on Probability
    A Treatise on Probability is John Maynard Keynes’s influential 1921 work that develops a logical and philosophical theory of probability, challenging classical and frequency-based interpretations.
  • D. Probability, Statistics and Truth
    Probability, Statistics and Truth is a foundational book by Richard von Mises that presents his frequentist interpretation of probability and explores the philosophical and practical implications of statistical reasoning.
  • E. Hume’s Theory of the External World
    Hume’s Theory of the External World is a philosophical work by H. H. Price that critically examines David Hume’s account of perception and the existence of an external reality.
  • 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_69e245fa93448190919cb04534560542 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1aecd60a881908c257d9ba67080c8 completed April 29, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf64472c81908be229baf3393939 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce1c95bf48190885b616924a1d8c1 completed May 19, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce2ab0d3081908a9c4c097d520011 completed May 19, 2026, 10:22 p.m.
Created at: April 17, 2026, 6:11 p.m.