Triple

T3355512
Position Surface form Disambiguated ID Type / Status
Subject Newcastle to Maitland section E70594 entity
Predicate hasStation P35 FINISHED
Object Beresfield
Beresfield is a suburb in the Hunter Region of New South Wales, Australia, situated between Newcastle and Maitland and served by the regional rail network.
 E350795 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: Beresfield | Statement: [Newcastle to Maitland section, hasStation, Beresfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beresfield
Context triple: [Newcastle to Maitland section, hasStation, Beresfield]
  • A. Penneshaw
    Penneshaw is a small coastal town on the eastern tip of Kangaroo Island in South Australia, known as the island’s main ferry port and a popular spot for wildlife viewing.
  • B. Daylesford
    Daylesford is a community in Pennsylvania’s western suburbs of Philadelphia, located along the SEPTA Paoli/Thorndale regional rail corridor.
  • C. Bishopdale
    Bishopdale is a scenic side valley in the Yorkshire Dales of northern England, known for its rural landscapes, stone-built villages, and traditional farming.
  • D. Bomaderry
    Bomaderry is a town on the South Coast of New South Wales, Australia, known as a residential and transport hub at the northern end of the Shoalhaven River opposite Nowra.
  • E. Edisford
    Edisford is a small locality in Lancashire, England, known for its riverside setting on the outskirts of Clitheroe in the Ribble Valley.
  • 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: Beresfield
Triple: [Newcastle to Maitland section, hasStation, Beresfield]
Generated description
Beresfield is a suburb in the Hunter Region of New South Wales, Australia, situated between Newcastle and Maitland and served by the regional rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beresfield
Target entity description: Beresfield is a suburb in the Hunter Region of New South Wales, Australia, situated between Newcastle and Maitland and served by the regional rail network.
  • A. Penneshaw
    Penneshaw is a small coastal town on the eastern tip of Kangaroo Island in South Australia, known as the island’s main ferry port and a popular spot for wildlife viewing.
  • B. Daylesford
    Daylesford is a community in Pennsylvania’s western suburbs of Philadelphia, located along the SEPTA Paoli/Thorndale regional rail corridor.
  • C. Bishopdale
    Bishopdale is a scenic side valley in the Yorkshire Dales of northern England, known for its rural landscapes, stone-built villages, and traditional farming.
  • D. Bomaderry
    Bomaderry is a town on the South Coast of New South Wales, Australia, known as a residential and transport hub at the northern end of the Shoalhaven River opposite Nowra.
  • E. Edisford
    Edisford is a small locality in Lancashire, England, known for its riverside setting on the outskirts of Clitheroe in the Ribble Valley.
  • 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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2419a808190a54fc03eeec6e42d completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3253b03e8819082a5bf5bd5c5d5cb completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325ffdef081909b9665468f305336 completed March 12, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69b32714d57c8190a59619dfab19656f completed March 12, 2026, 8:50 p.m.
Created at: March 8, 2026, 3:13 p.m.