Triple

T3465983
Position Surface form Disambiguated ID Type / Status
Subject Warrego Highway E73136 entity
Predicate servesArea P82 FINISHED
Object Maranoa Region
Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
E382620 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: Maranoa Region | Statement: [Warrego Highway, servesArea, Maranoa Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maranoa Region
Context triple: [Warrego Highway, servesArea, Maranoa 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. 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.
  • C. 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.
  • D. Adelaide Plains
    Adelaide Plains is a fertile low-lying region in South Australia encompassing and surrounding the city of Adelaide, known for its agriculture and urban development.
  • E. 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.
  • 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: Maranoa Region
Triple: [Warrego Highway, servesArea, Maranoa Region]
Generated description
Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maranoa Region
Target entity description: Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
  • 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. 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.
  • C. 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.
  • D. Adelaide Plains
    Adelaide Plains is a fertile low-lying region in South Australia encompassing and surrounding the city of Adelaide, known for its agriculture and urban development.
  • E. 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.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb0f2d3881908a5fa871341564ed completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdce42688190b6f33b39649fedd7 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4cf6a84fc8190b07fbc31621bd871 completed March 14, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69b4d32caa7c81908332ac23bd4d9571 completed March 14, 2026, 3:17 a.m.
Created at: March 8, 2026, 3:17 p.m.