Triple

T7008675
Position Surface form Disambiguated ID Type / Status
Subject Frankston line E162523 entity
Predicate servesSuburb P82 FINISHED
Object Frankston
Frankston is a coastal suburb in Melbourne, Victoria, known as a major residential and transport hub at the southeastern end of the metropolitan area.
 E635991 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: Frankston | Statement: [Frankston line, servesSuburb, Frankston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frankston
Context triple: [Frankston line, servesSuburb, Frankston]
  • A. Prahran
    Prahran is an inner-city suburb of Melbourne, Australia, known for its vibrant shopping, dining, and nightlife precincts along Chapel Street.
  • B. Kilmore
    Kilmore is a small settlement located in the Sleat peninsula area on the Isle of Skye in Scotland.
  • C. Renmark
    Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
  • D. Barwon
    Barwon is a large rural electoral district in the New South Wales Legislative Assembly, covering much of the state's western and north-western regions.
  • E. Brookvale
    Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
  • 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: Frankston
Triple: [Frankston line, servesSuburb, Frankston]
Generated description
Frankston is a coastal suburb in Melbourne, Victoria, known as a major residential and transport hub at the southeastern end of the metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frankston
Target entity description: Frankston is a coastal suburb in Melbourne, Victoria, known as a major residential and transport hub at the southeastern end of the metropolitan area.
  • A. Prahran
    Prahran is an inner-city suburb of Melbourne, Australia, known for its vibrant shopping, dining, and nightlife precincts along Chapel Street.
  • B. Kilmore
    Kilmore is a small settlement located in the Sleat peninsula area on the Isle of Skye in Scotland.
  • C. Renmark
    Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
  • D. Barwon
    Barwon is a large rural electoral district in the New South Wales Legislative Assembly, covering much of the state's western and north-western regions.
  • E. Brookvale
    Brookvale is a residential suburb within the town of Runcorn in Cheshire, England.
  • 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_69c6885928148190ae31909fbb5e9849 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dc36e3fc8190957445132a9ffb5f completed March 27, 2026, 7:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775612fe88190822f297f2bec6cd1 completed March 28, 2026, 6:29 a.m.
NEDg Description generation batch_69c777902cbc8190b24ee5e441c5607e completed March 28, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69c77807d33c8190bb3e236829f06071 completed March 28, 2026, 6:41 a.m.
Created at: March 27, 2026, 2:33 p.m.