Triple

T21644067
Position Surface form Disambiguated ID Type / Status
Subject Shire of Cook E534169 entity
Predicate includesLocality P45140 FINISHED
Object Hope Vale (surrounding area)
Hope Vale (surrounding area) is a rural locality in Far North Queensland, Australia, situated near the Aboriginal community of Hope Vale within the Shire of Cook.
E1494363 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: Hope Vale (surrounding area) | Statement: [Shire of Cook, includesLocality, Hope Vale (surrounding area)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hope Vale (surrounding area)
Context triple: [Shire of Cook, includesLocality, Hope Vale (surrounding area)]
  • A. HOPE VALLEY
    HOPE VALLEY is a rural area and postal district in the Derbyshire Peak District of England, known for its scenic landscapes and popular walking routes.
  • B. Whitevale
    Whitevale is a small historic rural community and neighbourhood within the City of Pickering in Ontario, Canada.
  • C. Eerwah Vale
    Eerwah Vale is a rural locality in the Sunshine Coast region of Queensland, Australia, known for its scenic hinterland setting near the town of Eumundi.
  • D. Harthope Valley
    Harthope Valley is a scenic valley in the Cheviot Hills of Northumberland, England, known for its rugged landscapes, walking routes, and upland streams.
  • E. Bloubank Valley
    Bloubank Valley is a region in South Africa’s Cradle of Humankind known for its rich fossil-bearing caves and important paleoanthropological sites.
  • 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: Hope Vale (surrounding area)
Triple: [Shire of Cook, includesLocality, Hope Vale (surrounding area)]
Generated description
Hope Vale (surrounding area) is a rural locality in Far North Queensland, Australia, situated near the Aboriginal community of Hope Vale within the Shire of Cook.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hope Vale (surrounding area)
Target entity description: Hope Vale (surrounding area) is a rural locality in Far North Queensland, Australia, situated near the Aboriginal community of Hope Vale within the Shire of Cook.
  • A. HOPE VALLEY
    HOPE VALLEY is a rural area and postal district in the Derbyshire Peak District of England, known for its scenic landscapes and popular walking routes.
  • B. Whitevale
    Whitevale is a small historic rural community and neighbourhood within the City of Pickering in Ontario, Canada.
  • C. Eerwah Vale
    Eerwah Vale is a rural locality in the Sunshine Coast region of Queensland, Australia, known for its scenic hinterland setting near the town of Eumundi.
  • D. Harthope Valley
    Harthope Valley is a scenic valley in the Cheviot Hills of Northumberland, England, known for its rugged landscapes, walking routes, and upland streams.
  • E. Bloubank Valley
    Bloubank Valley is a region in South Africa’s Cradle of Humankind known for its rich fossil-bearing caves and important paleoanthropological sites.
  • 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_69e0c466aec88190ba39c7543dbc8ba2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef5393ed388190a0bc385de2b861bf completed April 27, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0fa44ca88190a8a55c1811edc5a1 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10c284548190abb5a0075f85ec2c completed May 17, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0a119cb17c8190a8732930b78b60cc completed May 17, 2026, 7:06 p.m.
Created at: April 16, 2026, 6:35 p.m.