Triple

T7018274
Position Surface form Disambiguated ID Type / Status
Subject Shire of Campaspe E162750 entity
Predicate hasTown P847 FINISHED
Object Stanhope
Stanhope is a small rural town in northern Victoria, Australia, known for its dairy farming and agricultural community.
E637027 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: Stanhope | Statement: [Shire of Campaspe, hasTown, Stanhope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stanhope
Context triple: [Shire of Campaspe, hasTown, Stanhope]
  • A. Stanhope
    Stanhope is an English surname historically associated with several notable figures in British politics, literature, and the aristocracy.
  • B. Stonely
    Stonely is a small village in Cambridgeshire, England, situated close to the town of Kimbolton.
  • C. Grosmont
    Grosmont is a small village in North Yorkshire, England, known for its heritage railway station on the North Yorkshire Moors Railway and its scenic moorland surroundings.
  • D. Estcourt
    Estcourt is a town in the KwaZulu-Natal province of South Africa, historically significant as a colonial settlement and regional agricultural and transport hub.
  • E. Ferrars
    Ferrars is the surname of Edward Ferrars, a central character in Jane Austen's novel "Sense and Sensibility."
  • 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: Stanhope
Triple: [Shire of Campaspe, hasTown, Stanhope]
Generated description
Stanhope is a small rural town in northern Victoria, Australia, known for its dairy farming and agricultural community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stanhope
Target entity description: Stanhope is a small rural town in northern Victoria, Australia, known for its dairy farming and agricultural community.
  • A. Stanhope
    Stanhope is an English surname historically associated with several notable figures in British politics, literature, and the aristocracy.
  • B. Stonely
    Stonely is a small village in Cambridgeshire, England, situated close to the town of Kimbolton.
  • C. Grosmont
    Grosmont is a small village in North Yorkshire, England, known for its heritage railway station on the North Yorkshire Moors Railway and its scenic moorland surroundings.
  • D. Estcourt
    Estcourt is a town in the KwaZulu-Natal province of South Africa, historically significant as a colonial settlement and regional agricultural and transport hub.
  • E. Ferrars
    Ferrars is the surname of Edward Ferrars, a central character in Jane Austen's novel "Sense and Sensibility."
  • 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_69c6885a127c8190867b059bdccf13ff completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1e79c108190a507335e9dbf2716 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7756a50608190b548ce4aeaaf9f9d completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c77814712881908d0754fd02514f94 completed March 28, 2026, 6:41 a.m.
NED2 Entity disambiguation (via description) batch_69c778f30b248190a4a02039de68b965 completed March 28, 2026, 6:45 a.m.
Created at: March 27, 2026, 2:34 p.m.