Triple

T2638452
Position Surface form Disambiguated ID Type / Status
Subject Yorke Peninsula E62803 entity
Predicate hasMajorTown P316 FINISHED
Object Port Hughes
Port Hughes is a coastal holiday town in South Australia known for its beaches, fishing jetty, and access to the Spencer Gulf.
E289784 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: Port Hughes | Statement: [Yorke Peninsula, hasMajorTown, Port Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port Hughes
Context triple: [Yorke Peninsula, hasMajorTown, Port Hughes]
  • A. Moonta
    Moonta is a historic former copper mining town on South Australia's Yorke Peninsula, known for its rich Cornish heritage and well-preserved 19th-century architecture.
  • B. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • C. Barmera
    Barmera is a small town in South Australia's Riverland region, known for its location on the shores of Lake Bonney and its irrigated fruit-growing and wine-producing industries.
  • D. Port Union
    Port Union is a residential waterfront neighbourhood located in the eastern part of Toronto, Ontario.
  • E. Broome
    Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
  • 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: Port Hughes
Triple: [Yorke Peninsula, hasMajorTown, Port Hughes]
Generated description
Port Hughes is a coastal holiday town in South Australia known for its beaches, fishing jetty, and access to the Spencer Gulf.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port Hughes
Target entity description: Port Hughes is a coastal holiday town in South Australia known for its beaches, fishing jetty, and access to the Spencer Gulf.
  • A. Moonta
    Moonta is a historic former copper mining town on South Australia's Yorke Peninsula, known for its rich Cornish heritage and well-preserved 19th-century architecture.
  • B. Mount Isa
    Mount Isa is a remote mining city in northwestern Queensland, Australia, known for one of the world’s largest underground zinc, lead, and silver mines.
  • C. Barmera
    Barmera is a small town in South Australia's Riverland region, known for its location on the shores of Lake Bonney and its irrigated fruit-growing and wine-producing industries.
  • D. Port Union
    Port Union is a residential waterfront neighbourhood located in the eastern part of Toronto, Ontario.
  • E. Broome
    Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8e470ac8190bd0d6de6805afcd0 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf4648208190a837abe42115f8a1 completed March 10, 2026, 5:42 a.m.
NEDg Description generation batch_69afb000ed448190a3d6db802eb88958 completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb07e1d2c8190a8b8da3d3641b36c completed March 10, 2026, 5:47 a.m.
Created at: March 6, 2026, 9:53 p.m.