Triple

T21644066
Position Surface form Disambiguated ID Type / Status
Subject Shire of Cook E534169 entity
Predicate includesLocality P45140 FINISHED
Object Endeavour Valley
Endeavour Valley is a rural locality in Far North Queensland, Australia, known for its agricultural lands and proximity to the historic town of Cooktown.
E1494362 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: Endeavour Valley | Statement: [Shire of Cook, includesLocality, Endeavour Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Endeavour Valley
Context triple: [Shire of Cook, includesLocality, Endeavour Valley]
  • A. Waverley Valley
    Waverley Valley is a central Edinburgh valley area lying between the Old and New Towns, now largely occupied by Waverley Station and associated rail infrastructure.
  • B. Grose Valley
    Grose Valley is a vast, rugged sandstone gorge and wilderness area in Australia’s Blue Mountains, known for its dramatic cliffs, waterfalls, and bushwalking trails.
  • C. Macquarie Valley
    Macquarie Valley is a major agricultural region in New South Wales, Australia, known particularly for its extensive cotton production.
  • D. Majura Valley
    Majura Valley is a rural district near Canberra in the Australian Capital Territory, known for its vineyards, farmland, and the nearby Mount Majura nature and recreation areas.
  • E. Lachlan Valley
    Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
  • 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: Endeavour Valley
Triple: [Shire of Cook, includesLocality, Endeavour Valley]
Generated description
Endeavour Valley is a rural locality in Far North Queensland, Australia, known for its agricultural lands and proximity to the historic town of Cooktown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Endeavour Valley
Target entity description: Endeavour Valley is a rural locality in Far North Queensland, Australia, known for its agricultural lands and proximity to the historic town of Cooktown.
  • A. Waverley Valley
    Waverley Valley is a central Edinburgh valley area lying between the Old and New Towns, now largely occupied by Waverley Station and associated rail infrastructure.
  • B. Grose Valley
    Grose Valley is a vast, rugged sandstone gorge and wilderness area in Australia’s Blue Mountains, known for its dramatic cliffs, waterfalls, and bushwalking trails.
  • C. Macquarie Valley
    Macquarie Valley is a major agricultural region in New South Wales, Australia, known particularly for its extensive cotton production.
  • D. Majura Valley
    Majura Valley is a rural district near Canberra in the Australian Capital Territory, known for its vineyards, farmland, and the nearby Mount Majura nature and recreation areas.
  • E. Lachlan Valley
    Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
  • 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.