Triple

T857542
Position Surface form Disambiguated ID Type / Status
Subject Muswellbrook, New South Wales E18524 entity
Predicate watercourse P415 FINISHED
Object Muswellbrook Creek
Muswellbrook Creek is a small river in the Hunter Region of New South Wales, Australia, that flows through the town of Muswellbrook and forms part of the local Hunter River catchment.
 E173947 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: Muswellbrook Creek | Statement: [Muswellbrook, New South Wales, watercourse, Muswellbrook Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muswellbrook Creek
Context triple: [Muswellbrook, New South Wales, watercourse, Muswellbrook Creek]
  • A. Blackwood Creek
    Blackwood Creek is a stream in the Lake Tahoe Basin of the Sierra Nevada that serves as one of the lake’s natural tributaries.
  • B. Glennies Creek
    Glennies Creek is a watercourse in New South Wales, Australia, that forms part of the Hunter River catchment and supports local agriculture and water storage.
  • C. Merriwa River
    The Merriwa River is a tributary watercourse in New South Wales, Australia, that forms part of the larger Hunter River river system.
  • D. Wanggoolba Creek
    Wanggoolba Creek is a crystal-clear freshwater stream on Fraser Island in Queensland, Australia, known for flowing silently over white sand through lush rainforest.
  • E. Fairview Creek
    Fairview Creek is a small waterway in the Portland metropolitan area of Oregon that flows through the city of Gresham and into Fairview Lake.
  • 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: Muswellbrook Creek
Triple: [Muswellbrook, New South Wales, watercourse, Muswellbrook Creek]
Generated description
Muswellbrook Creek is a small river in the Hunter Region of New South Wales, Australia, that flows through the town of Muswellbrook and forms part of the local Hunter River catchment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muswellbrook Creek
Target entity description: Muswellbrook Creek is a small river in the Hunter Region of New South Wales, Australia, that flows through the town of Muswellbrook and forms part of the local Hunter River catchment.
  • A. Blackwood Creek
    Blackwood Creek is a stream in the Lake Tahoe Basin of the Sierra Nevada that serves as one of the lake’s natural tributaries.
  • B. Glennies Creek
    Glennies Creek is a watercourse in New South Wales, Australia, that forms part of the Hunter River catchment and supports local agriculture and water storage.
  • C. Merriwa River
    The Merriwa River is a tributary watercourse in New South Wales, Australia, that forms part of the larger Hunter River river system.
  • D. Wanggoolba Creek
    Wanggoolba Creek is a crystal-clear freshwater stream on Fraser Island in Queensland, Australia, known for flowing silently over white sand through lush rainforest.
  • E. Fairview Creek
    Fairview Creek is a small waterway in the Portland metropolitan area of Oregon that flows through the city of Gresham and into Fairview Lake.
  • 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_69a4938bdd3c8190a954a3c11844d9cf completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac4d47508190b48d944aa2d881bf completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad293209648190a380175f85d6efcc completed March 8, 2026, 7:45 a.m.
NEDg Description generation batch_69ad29f4edc48190b78a6df091e289ab completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a78b9608190b70f8d0ae531618d completed March 8, 2026, 7:51 a.m.
Created at: March 1, 2026, 7:39 p.m.