Triple

T3983940
Position Surface form Disambiguated ID Type / Status
Subject Central Queensland E86824 entity
Predicate contains P35 FINISHED
Object Gladstone Region
Gladstone Region is a local government area in coastal central Queensland, Australia, known for its major industrial port city of Gladstone and surrounding rural and coastal communities.
E412068 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: Gladstone Region | Statement: [Central Queensland, contains, Gladstone Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gladstone Region
Context triple: [Central Queensland, contains, Gladstone Region]
  • A. Gascoyne region
    The Gascoyne region is a sparsely populated coastal area of Western Australia known for its arid landscapes, pastoral stations, and tourism hubs such as Carnarvon and Exmouth near Ningaloo Reef.
  • B. Orana region
    The Orana region is a large inland area of central and northwestern New South Wales, Australia, centered on the city of Dubbo and known for its agricultural production and regional service hubs.
  • C. Monaro region
    The Monaro region is a high, rolling tableland area in southeastern New South Wales, Australia, known for its grazing country and proximity to the Snowy Mountains.
  • D. MacDonnell Region
    MacDonnell Region is a local government area in Australia's Northern Territory known for its vast desert landscapes, remote Indigenous communities, and iconic natural attractions near Alice Springs.
  • E. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • 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: Gladstone Region
Triple: [Central Queensland, contains, Gladstone Region]
Generated description
Gladstone Region is a local government area in coastal central Queensland, Australia, known for its major industrial port city of Gladstone and surrounding rural and coastal communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gladstone Region
Target entity description: Gladstone Region is a local government area in coastal central Queensland, Australia, known for its major industrial port city of Gladstone and surrounding rural and coastal communities.
  • A. Gascoyne region
    The Gascoyne region is a sparsely populated coastal area of Western Australia known for its arid landscapes, pastoral stations, and tourism hubs such as Carnarvon and Exmouth near Ningaloo Reef.
  • B. Orana region
    The Orana region is a large inland area of central and northwestern New South Wales, Australia, centered on the city of Dubbo and known for its agricultural production and regional service hubs.
  • C. Monaro region
    The Monaro region is a high, rolling tableland area in southeastern New South Wales, Australia, known for its grazing country and proximity to the Snowy Mountains.
  • D. MacDonnell Region
    MacDonnell Region is a local government area in Australia's Northern Territory known for its vast desert landscapes, remote Indigenous communities, and iconic natural attractions near Alice Springs.
  • E. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9de58d48190969f354a1bf0df94 completed March 9, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b4447e08190aa90dd50f304a491 completed March 14, 2026, 2:05 p.m.
NEDg Description generation batch_69b56bdcfa94819096df212e6e99937e completed March 14, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69b56c5e73e88190896176180a9e58cd completed March 14, 2026, 2:10 p.m.
Created at: March 9, 2026, 3:33 p.m.