Triple

T16975347
Position Surface form Disambiguated ID Type / Status
Subject Barkly Region E411795 entity
Predicate borderedBy P224 FINISHED
Object Roper Gulf Region
Roper Gulf Region is a local government area in the Northern Territory of Australia, encompassing remote communities, pastoral lands, and parts of the Gulf of Carpentaria hinterland.
E1243565 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: Roper Gulf Region | Statement: [Barkly Region, borderedBy, Roper Gulf Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roper Gulf Region
Context triple: [Barkly Region, borderedBy, Roper Gulf Region]
  • A. Gulf Country
    The Gulf Country is a remote region in northwestern Queensland, Australia, known for its vast savannah landscapes, cattle grazing, and proximity to the Gulf of Carpentaria.
  • B. Shoals region
    The Shoals region is an area in northwestern Alabama centered around several Tennessee River communities, known for its rich musical heritage and historic recording studios.
  • C. Sunbelt
    Sunbelt is a region of the United States known for its warm climate, rapid population growth, and expanding economic development, especially in the South and Southwest.
  • D. Southland
    Southland is an American television drama series that portrays the lives and challenges of Los Angeles police officers and detectives with a gritty, realistic style.
  • E. Southland
    Southland is the southernmost region of New Zealand’s South Island, known for its rugged coastlines, fertile farmland, and proximity to Fiordland and Stewart Island.
  • 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: Roper Gulf Region
Triple: [Barkly Region, borderedBy, Roper Gulf Region]
Generated description
Roper Gulf Region is a local government area in the Northern Territory of Australia, encompassing remote communities, pastoral lands, and parts of the Gulf of Carpentaria hinterland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roper Gulf Region
Target entity description: Roper Gulf Region is a local government area in the Northern Territory of Australia, encompassing remote communities, pastoral lands, and parts of the Gulf of Carpentaria hinterland.
  • A. Gulf Country
    The Gulf Country is a remote region in northwestern Queensland, Australia, known for its vast savannah landscapes, cattle grazing, and proximity to the Gulf of Carpentaria.
  • B. Shoals region
    The Shoals region is an area in northwestern Alabama centered around several Tennessee River communities, known for its rich musical heritage and historic recording studios.
  • C. Sunbelt
    Sunbelt is a region of the United States known for its warm climate, rapid population growth, and expanding economic development, especially in the South and Southwest.
  • D. Southland
    Southland is an American television drama series that portrays the lives and challenges of Los Angeles police officers and detectives with a gritty, realistic style.
  • E. Southland
    Southland is the southernmost region of New Zealand’s South Island, known for its rugged coastlines, fertile farmland, and proximity to Fiordland and Stewart Island.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18300c8819080c8bf19962754ba completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4755ffc8190a5c861462e33d526 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d687aed88190915e20e8fa517a2b completed May 10, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_6a00d6ecbf60819095e3f8418a84d485 completed May 10, 2026, 7:05 p.m.
Created at: April 10, 2026, 5:31 a.m.