Triple

T3386351
Position Surface form Disambiguated ID Type / Status
Subject Namoi River catchment E71311 entity
Predicate hasTributary P415 FINISHED
Object Halls Creek
Halls Creek is a minor watercourse in New South Wales, Australia, that forms part of the Namoi River drainage system.
 E362114 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: Halls Creek | Statement: [Namoi River catchment, hasTributary, Halls Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Halls Creek
Context triple: [Namoi River catchment, hasTributary, Halls Creek]
  • A. Halls Creek
    Halls Creek is a remote outback town in Western Australia known as a service hub for the eastern Kimberley region and for its proximity to significant natural and cultural attractions.
  • B. Tennant Creek
    Tennant Creek is a remote outback town in Australia known for its gold mining history and location along the Stuart Highway in the Northern Territory.
  • C. Kununurra
    Kununurra is a remote town in far northern Western Australia known as a gateway to the East Kimberley’s rugged landscapes, irrigation agriculture, and Lake Argyle.
  • D. Weipa
    Weipa is a remote coastal mining town in Far North Queensland, Australia, known primarily for its large bauxite deposits and role as a major export port.
  • E. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • 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: Halls Creek
Triple: [Namoi River catchment, hasTributary, Halls Creek]
Generated description
Halls Creek is a minor watercourse in New South Wales, Australia, that forms part of the Namoi River drainage system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Halls Creek
Target entity description: Halls Creek is a minor watercourse in New South Wales, Australia, that forms part of the Namoi River drainage system.
  • A. Halls Creek
    Halls Creek is a remote outback town in Western Australia known as a service hub for the eastern Kimberley region and for its proximity to significant natural and cultural attractions.
  • B. Tennant Creek
    Tennant Creek is a remote outback town in Australia known for its gold mining history and location along the Stuart Highway in the Northern Territory.
  • C. Kununurra
    Kununurra is a remote town in far northern Western Australia known as a gateway to the East Kimberley’s rugged landscapes, irrigation agriculture, and Lake Argyle.
  • D. Weipa
    Weipa is a remote coastal mining town in Far North Queensland, Australia, known primarily for its large bauxite deposits and role as a major export port.
  • E. Tewantin
    Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
  • 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_69ad85a8fd9c819095ecedf838d2bf1b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb662d190819085b211dac85a83b2 completed March 8, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3739e9c588190b04b041564c1272d completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b37425cee08190b64946c61f1c77b1 completed March 13, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69b3748ae12081909b5f2dfc412b3585 completed March 13, 2026, 2:20 a.m.
Created at: March 8, 2026, 3:14 p.m.