Triple

T15005627
Position Surface form Disambiguated ID Type / Status
Subject Emerald, Queensland E377704 entity
Predicate isIn P1393 FINISHED
Object Central Highlands Region, Queensland
The Central Highlands Region in Queensland is a large local government area in central Queensland known for its mining, agriculture, and the regional centre of Emerald.
E1138581 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: Central Highlands Region, Queensland | Statement: [Emerald, Queensland, isIn, Central Highlands Region, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Highlands Region, Queensland
Context triple: [Emerald, Queensland, isIn, Central Highlands Region, Queensland]
  • A. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • B. Central Queensland
    Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
  • C. South West Queensland
    South West Queensland is a sparsely populated inland region of the Australian state of Queensland known for its arid landscapes, pastoral agriculture, and outback towns.
  • D. Bundaberg Region
    Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
  • E. Central Coast of Queensland
    The Central Coast of Queensland is a coastal region in eastern Australia known for its tropical climate, beaches, and proximity to the Great Barrier Reef, including areas such as the Keppel group of islands.
  • 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: Central Highlands Region, Queensland
Triple: [Emerald, Queensland, isIn, Central Highlands Region, Queensland]
Generated description
The Central Highlands Region in Queensland is a large local government area in central Queensland known for its mining, agriculture, and the regional centre of Emerald.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Highlands Region, Queensland
Target entity description: The Central Highlands Region in Queensland is a large local government area in central Queensland known for its mining, agriculture, and the regional centre of Emerald.
  • A. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • B. Central Queensland
    Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
  • C. South West Queensland
    South West Queensland is a sparsely populated inland region of the Australian state of Queensland known for its arid landscapes, pastoral agriculture, and outback towns.
  • D. Bundaberg Region
    Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
  • E. Central Coast of Queensland
    The Central Coast of Queensland is a coastal region in eastern Australia known for its tropical climate, beaches, and proximity to the Great Barrier Reef, including areas such as the Keppel group of islands.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69feb7d956808190a3f17ef14c21d3af completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb8e3c33081908a45f027d529b8fe completed May 9, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69febac2d3548190811323a40b09bc7e completed May 9, 2026, 4:40 a.m.
Created at: April 10, 2026, 2:54 a.m.