Triple

T12396800
Position Surface form Disambiguated ID Type / Status
Subject Darwin metropolitan area E296136 entity
Predicate contains P35 FINISHED
Object Johnston
Johnston is a residential suburb located within the greater Darwin metropolitan region in Australia's Northern Territory.
 E982430 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: Johnston | Statement: [Darwin metropolitan area, contains, Johnston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johnston
Context triple: [Darwin metropolitan area, contains, Johnston]
  • A. Johnston
    Johnston is a surname and given name of Scottish and Irish origin, commonly used as a variant of Johnson.
  • B. Johnston
    Johnston is a suburban town in Providence County, Rhode Island, known for hosting several state government facilities and a mix of residential and commercial areas.
  • C. Johnston
    Johnston is a suburban city in central Iowa, United States, known for hosting the headquarters of the Iowa National Guard and several major corporate offices.
  • D. New Johnston
    New Johnston is a modernized sans-serif typeface developed as an updated version of the original Johnston design used for London’s public transport system.
  • E. Jennings
    Jennings is a common English surname borne by numerous notable individuals across fields such as music, sports, politics, and entertainment.
  • 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: Johnston
Triple: [Darwin metropolitan area, contains, Johnston]
Generated description
Johnston is a residential suburb located within the greater Darwin metropolitan region in Australia's Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johnston
Target entity description: Johnston is a residential suburb located within the greater Darwin metropolitan region in Australia's Northern Territory.
  • A. Johnston
    Johnston is a surname and given name of Scottish and Irish origin, commonly used as a variant of Johnson.
  • B. Johnston
    Johnston is a suburban town in Providence County, Rhode Island, known for hosting several state government facilities and a mix of residential and commercial areas.
  • C. Johnston
    Johnston is a suburban city in central Iowa, United States, known for hosting the headquarters of the Iowa National Guard and several major corporate offices.
  • D. New Johnston
    New Johnston is a modernized sans-serif typeface developed as an updated version of the original Johnston design used for London’s public transport system.
  • E. Jennings
    Jennings is a common English surname borne by numerous notable individuals across fields such as music, sports, politics, and entertainment.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd33f048190b205fd21dc513f6a completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63480a8bc8190885130f63a3ec761 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:54 p.m.