Triple

T4036986
Position Surface form Disambiguated ID Type / Status
Subject Tennant Creek E83849 entity
Predicate electoralDivisionTerritory P17209 FINISHED
Object Barkly
Barkly is a vast electoral division in Australia's Northern Territory, encompassing remote outback communities and pastoral regions including the Tennant Creek area.
E409616 NE FINISHED

How this triple was built (5 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: Barkly | Statement: [Tennant Creek, electoralDivisionTerritory, Barkly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barkly
Context triple: [Tennant Creek, electoralDivisionTerritory, Barkly]
  • A. Barkley
    Barkley is a surname most notably associated with Alben W. Barkley, the 35th vice president of the United States under President Harry S. Truman.
  • B. Bassett
    Bassett is the surname of acclaimed American actress and director Angela Bassett, known for her powerful performances in film and television.
  • C. Barkway
    Barkway is a historic rural village in Hertfordshire, England, known for its traditional high street, period cottages, and surrounding countryside.
  • D. Coxen
    Coxen is a surname variant of Cox, typically of English origin.
  • E. Wallaroo
    Wallaroo is a historic coastal town on South Australia's Yorke Peninsula, known for its former copper mining industry and popular fishing and holiday beaches.
  • 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: Barkly
Triple: [Tennant Creek, electoralDivisionTerritory, Barkly]
Generated description
Barkly is a vast electoral division in Australia's Northern Territory, encompassing remote outback communities and pastoral regions including the Tennant Creek area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barkly
Target entity description: Barkly is a vast electoral division in Australia's Northern Territory, encompassing remote outback communities and pastoral regions including the Tennant Creek area.
  • A. Barkley
    Barkley is a surname most notably associated with Alben W. Barkley, the 35th vice president of the United States under President Harry S. Truman.
  • B. Bassett
    Bassett is the surname of acclaimed American actress and director Angela Bassett, known for her powerful performances in film and television.
  • C. Barkway
    Barkway is a historic rural village in Hertfordshire, England, known for its traditional high street, period cottages, and surrounding countryside.
  • D. Coxen
    Coxen is a surname variant of Cox, typically of English origin.
  • E. Wallaroo
    Wallaroo is a historic coastal town on South Australia's Yorke Peninsula, known for its former copper mining industry and popular fishing and holiday beaches.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: electoralDivisionTerritory
Context triple: [Tennant Creek, electoralDivisionTerritory, Barkly]
  • A. federalElectoralDivision
    Indicates that an entity is associated with, belongs to, or is located within a specific federal electoral division used for national parliamentary representation.
  • B. electoralAreaOf chosen
    Indicates that a given electoral area (such as a district or ward) is the designated electoral division associated with a particular jurisdiction or entity.
  • C. electorateLevel
    Indicates the degree or tier of political constituency or voting body at which a decision, representation, or electoral process is defined or applied.
  • D. electoralConstituencies
    Indicates a relationship where a geographic or political area is divided into specific electoral constituencies used for representation or voting.
  • E. ethnicConstituency
    Indicates that a political or administrative constituency is defined or characterized primarily by the ethnicity of its population.
  • F. None of above.

Provenance (6 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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb349e648190b9f227df4cd76fa0 completed March 9, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5564436788190aff89ebfeeed6d9b completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b5572b27c48190989311cef00b5f44 completed March 14, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_69b55b333ffc8190a5df8b8d7bffa77f completed March 14, 2026, 12:57 p.m.
PD Predicate disambiguation batch_69aef8fe440c819093a7fa22c4ff3f1a completed March 9, 2026, 4:44 p.m.
Created at: March 9, 2026, 3:36 p.m.