Triple

T9636829
Position Surface form Disambiguated ID Type / Status
Subject Northern Rivers E232952 entity
Predicate hasTown P847 FINISHED
Object Bangorlow
Bangorlow is a small town located in the Northern Rivers region of New South Wales, Australia, known for its historic charm and proximity to Byron Bay.
 E811602 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: Bangorlow | Statement: [Northern Rivers, hasTown, Bangorlow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bangorlow
Context triple: [Northern Rivers, hasTown, Bangorlow]
  • A. Gobowen
    Gobowen is a village in Shropshire, England, known as a local transport hub with a railway station serving nearby towns and the Welsh border region.
  • B. Barrasford
    Barrasford is a small village in Northumberland, England, situated in the Tyne Valley and known for its rural setting and proximity to Hadrian’s Wall.
  • C. Hawarden
    Hawarden is a village in Flintshire, Wales, historically notable as the longtime home and final residence of British Prime Minister William Ewart Gladstone.
  • D. Barlaston
    Barlaston is a village in Staffordshire, England, known for its rural character and proximity to the city of Stoke-on-Trent.
  • E. Haltwhistle
    Haltwhistle is a small town in Northumberland, England, known as a gateway to Hadrian’s Wall and the surrounding Tyne Valley countryside.
  • 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: Bangorlow
Triple: [Northern Rivers, hasTown, Bangorlow]
Generated description
Bangorlow is a small town located in the Northern Rivers region of New South Wales, Australia, known for its historic charm and proximity to Byron Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bangorlow
Target entity description: Bangorlow is a small town located in the Northern Rivers region of New South Wales, Australia, known for its historic charm and proximity to Byron Bay.
  • A. Gobowen
    Gobowen is a village in Shropshire, England, known as a local transport hub with a railway station serving nearby towns and the Welsh border region.
  • B. Barrasford
    Barrasford is a small village in Northumberland, England, situated in the Tyne Valley and known for its rural setting and proximity to Hadrian’s Wall.
  • C. Hawarden
    Hawarden is a village in Flintshire, Wales, historically notable as the longtime home and final residence of British Prime Minister William Ewart Gladstone.
  • D. Barlaston
    Barlaston is a village in Staffordshire, England, known for its rural character and proximity to the city of Stoke-on-Trent.
  • E. Haltwhistle
    Haltwhistle is a small town in Northumberland, England, known as a gateway to Hadrian’s Wall and the surrounding Tyne Valley countryside.
  • 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_69ca848940cc8190b97cec654cb3bb4a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b5045cc8190ab717f42d803e010 completed April 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1823e32c48190a442b77a0f7c8180 completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d18393656c81908821ae0d7af83a57 completed April 4, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69d183f733cc8190bbb69c035c1d397a completed April 4, 2026, 9:34 p.m.
Created at: March 30, 2026, 8:11 p.m.