Triple

T15779796
Position Surface form Disambiguated ID Type / Status
Subject Roman Catholic Diocese of Townsville E382582 entity
Predicate regionServed P82 FINISHED
Object Herbert River region
The Herbert River region is a rural area in northern Queensland, Australia, centered around the Herbert River and its surrounding communities, including the town of Ingham.
E1200962 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: Herbert River region | Statement: [Roman Catholic Diocese of Townsville, regionServed, Herbert River region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert River region
Context triple: [Roman Catholic Diocese of Townsville, regionServed, Herbert River region]
  • A. Macquarie River region
    The Macquarie River region is an area of central-western New South Wales, Australia, encompassing riverine landscapes and country traditionally inhabited and cared for by the Wiradjuri people.
  • B. Tweed River region
    The Tweed River region is a coastal area in northeastern New South Wales, Australia, traditionally belonging to the Bundjalung people and known for its river system, fertile valleys, and proximity to Mount Warning (Wollumbin).
  • C. Burdekin region
    The Burdekin region is an agricultural and coastal area in North Queensland, Australia, best known for its extensive sugarcane farming and the Burdekin River and dam system.
  • D. Goondiwindi Region
    Goondiwindi Region is a local government area in Queensland, Australia, known for its agricultural production and the town of Goondiwindi near the New South Wales border.
  • E. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • 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: Herbert River region
Triple: [Roman Catholic Diocese of Townsville, regionServed, Herbert River region]
Generated description
The Herbert River region is a rural area in northern Queensland, Australia, centered around the Herbert River and its surrounding communities, including the town of Ingham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert River region
Target entity description: The Herbert River region is a rural area in northern Queensland, Australia, centered around the Herbert River and its surrounding communities, including the town of Ingham.
  • A. Macquarie River region
    The Macquarie River region is an area of central-western New South Wales, Australia, encompassing riverine landscapes and country traditionally inhabited and cared for by the Wiradjuri people.
  • B. Tweed River region
    The Tweed River region is a coastal area in northeastern New South Wales, Australia, traditionally belonging to the Bundjalung people and known for its river system, fertile valleys, and proximity to Mount Warning (Wollumbin).
  • C. Burdekin region
    The Burdekin region is an agricultural and coastal area in North Queensland, Australia, best known for its extensive sugarcane farming and the Burdekin River and dam system.
  • D. Goondiwindi Region
    Goondiwindi Region is a local government area in Queensland, Australia, known for its agricultural production and the town of Goondiwindi near the New South Wales border.
  • E. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e053fea90081908e3fe4f91475bead completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a000777c6a08190a4deed9952179be5 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a000a2a30d881908f6884adcfbb6914 completed May 10, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_6a000a8ab07c8190a83a4a35e7664555 completed May 10, 2026, 4:33 a.m.
Created at: April 10, 2026, 4:48 a.m.