Triple

T582968
Position Surface form Disambiguated ID Type / Status
Subject Hunter River E15096 entity
Predicate flowsThrough P225 FINISHED
Object Singleton
Singleton is a town in the Hunter Region of New South Wales, Australia, known for its coal mining, agriculture, and proximity to the Hunter Valley wine region.
 E72877 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: Singleton | Statement: [Hunter River, flowsThrough, Singleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Singleton
Context triple: [Hunter River, flowsThrough, Singleton]
  • A. One
    "One" is a critically acclaimed rock ballad by Irish band U2, known for its emotional depth and central role on their 1991 album "Achtung Baby."
  • B. Singel
    Singel is a historic canal in Amsterdam that once served as the city’s medieval moat and now forms part of its iconic canal belt.
  • C. the One
    The One is a central metaphysical principle in Neoplatonic philosophy, conceived as the ultimate, ineffable source of all reality beyond being and thought.
  • D. Onex
    Onex is a suburban municipality in western Switzerland located just outside the city of Geneva.
  • E. Snowflake
    Snowflake is a cloud-based data warehousing platform known for its scalable, high-performance analytics and separation of storage and compute.
  • 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: Singleton
Triple: [Hunter River, flowsThrough, Singleton]
Generated description
Singleton is a town in the Hunter Region of New South Wales, Australia, known for its coal mining, agriculture, and proximity to the Hunter Valley wine region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Singleton
Target entity description: Singleton is a town in the Hunter Region of New South Wales, Australia, known for its coal mining, agriculture, and proximity to the Hunter Valley wine region.
  • A. One
    "One" is a critically acclaimed rock ballad by Irish band U2, known for its emotional depth and central role on their 1991 album "Achtung Baby."
  • B. Singel
    Singel is a historic canal in Amsterdam that once served as the city’s medieval moat and now forms part of its iconic canal belt.
  • C. the One
    The One is a central metaphysical principle in Neoplatonic philosophy, conceived as the ultimate, ineffable source of all reality beyond being and thought.
  • D. Onex
    Onex is a suburban municipality in western Switzerland located just outside the city of Geneva.
  • E. Snowflake
    Snowflake is a cloud-based data warehousing platform known for its scalable, high-performance analytics and separation of storage and compute.
  • 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b85becc8190b4d98c00e5fa7c04 completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a508a1cc788190a0906bfd876e510e completed March 2, 2026, 3:48 a.m.
NEDg Description generation batch_69a50acbc7948190839d73bf48af0a67 completed March 2, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69a50b5abad08190b5abab497c61952b completed March 2, 2026, 4 a.m.
Created at: March 1, 2026, 7:33 p.m.