Triple

T4290033
Position Surface form Disambiguated ID Type / Status
Subject Division of Kennedy E97365 entity
Predicate includesTown P847 FINISHED
Object Mareeba
Mareeba is a rural town in Far North Queensland, Australia, known for its agriculture, multicultural heritage, and role as a service centre for the Atherton Tablelands region.
E445474 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: Mareeba | Statement: [Division of Kennedy, includesTown, Mareeba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mareeba
Context triple: [Division of Kennedy, includesTown, Mareeba]
  • A. 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.
  • B. Doomadgee
    Doomadgee is a remote Aboriginal community in north-west Queensland, Australia, located near the Gulf of Carpentaria.
  • C. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • 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. Cooktown
    Cooktown is a small coastal town in Far North Queensland, Australia, known as the site of Captain James Cook’s 1770 landing and for its proximity to the Great Barrier Reef and Cape York wilderness.
  • 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: Mareeba
Triple: [Division of Kennedy, includesTown, Mareeba]
Generated description
Mareeba is a rural town in Far North Queensland, Australia, known for its agriculture, multicultural heritage, and role as a service centre for the Atherton Tablelands region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mareeba
Target entity description: Mareeba is a rural town in Far North Queensland, Australia, known for its agriculture, multicultural heritage, and role as a service centre for the Atherton Tablelands region.
  • A. 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.
  • B. Doomadgee
    Doomadgee is a remote Aboriginal community in north-west Queensland, Australia, located near the Gulf of Carpentaria.
  • C. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • 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. Cooktown
    Cooktown is a small coastal town in Far North Queensland, Australia, known as the site of Captain James Cook’s 1770 landing and for its proximity to the Great Barrier Reef and Cape York wilderness.
  • 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35061f5448190b3356b29a9129160 completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69badb1ba5d0819097382a689002cca5 completed March 18, 2026, 5:04 p.m.
NEDg Description generation batch_69bb0abc3ec0819093b405374780d1c0 completed March 18, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69bb0b2ca62481909d9eb06f336a7996 completed March 18, 2026, 8:29 p.m.
Created at: March 12, 2026, 11:08 p.m.