Triple

T4448541
Position Surface form Disambiguated ID Type / Status
Subject Lyne E96348 entity
Predicate includesArea P1393 FINISHED
Object Port Macquarie hinterland
The Port Macquarie hinterland is a rural and semi-rural region inland from Port Macquarie on the New South Wales Mid North Coast, known for its forests, farmland, and small townships.
 E439044 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: Port Macquarie hinterland | Statement: [Lyne, includesArea, Port Macquarie hinterland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Port Macquarie hinterland
Context triple: [Lyne, includesArea, Port Macquarie hinterland]
  • A. Clarence Valley
    Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
  • B. Byron Shire
    Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
  • C. Yass Valley region
    The Yass Valley region is a local government area in New South Wales, Australia, known for its rural landscapes, historic towns, and agricultural activities centered around the town of Yass.
  • D. Narromine
    Narromine is a rural town in western New South Wales, Australia, known for its agricultural production and aviation history.
  • E. Kempsey Shire
    Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal communities.
  • 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: Port Macquarie hinterland
Triple: [Lyne, includesArea, Port Macquarie hinterland]
Generated description
The Port Macquarie hinterland is a rural and semi-rural region inland from Port Macquarie on the New South Wales Mid North Coast, known for its forests, farmland, and small townships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Port Macquarie hinterland
Target entity description: The Port Macquarie hinterland is a rural and semi-rural region inland from Port Macquarie on the New South Wales Mid North Coast, known for its forests, farmland, and small townships.
  • A. Clarence Valley
    Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
  • B. Byron Shire
    Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
  • C. Yass Valley region
    The Yass Valley region is a local government area in New South Wales, Australia, known for its rural landscapes, historic towns, and agricultural activities centered around the town of Yass.
  • D. Narromine
    Narromine is a rural town in western New South Wales, Australia, known for its agricultural production and aviation history.
  • E. Kempsey Shire
    Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal communities.
  • 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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d45b748190b09b7067fc6279b0 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b613895488819083140ae9f0ddba5e completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61464b0dc81909cab007115435b8b completed March 15, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69b6151440648190bf8c1c95e20caf13 completed March 15, 2026, 2:10 a.m.
Created at: March 12, 2026, 11:32 p.m.