Triple

T3546429
Position Surface form Disambiguated ID Type / Status
Subject Castlereagh Highway E75006 entity
Predicate passesThrough P225 FINISHED
Object Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
 E370883 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: Emerald, Queensland | Statement: [Castlereagh Highway, passesThrough, Emerald, Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Emerald, Queensland
Context triple: [Castlereagh Highway, passesThrough, Emerald, Queensland]
  • A. St George, Queensland
    St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
  • B. Beerwah, Queensland
    Beerwah, Queensland is a rural town on the Sunshine Coast best known as the home of Steve Irwin’s Australia Zoo.
  • C. Winton, Queensland
    Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
  • D. Warwick, Queensland
    Warwick, Queensland is a historic rural city in southeastern Queensland, Australia, known for its agriculture, heritage architecture, and annual Rose and Rodeo festivals.
  • E. Bundaberg
    Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
  • 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: Emerald, Queensland
Triple: [Castlereagh Highway, passesThrough, Emerald, Queensland]
Generated description
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Emerald, Queensland
Target entity description: Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
  • A. St George, Queensland
    St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
  • B. Beerwah, Queensland
    Beerwah, Queensland is a rural town on the Sunshine Coast best known as the home of Steve Irwin’s Australia Zoo.
  • C. Winton, Queensland
    Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
  • D. Warwick, Queensland
    Warwick, Queensland is a historic rural city in southeastern Queensland, Australia, known for its agriculture, heritage architecture, and annual Rose and Rodeo festivals.
  • E. Bundaberg
    Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
  • 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_69ad85d33c6c819081d5ac1df13b5680 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbfcf64488190af8452308734028c completed March 8, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402dfb0688190a65b41c8dc13ee97 completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b403ebb5c0819098a48cfa9001c656 completed March 13, 2026, 12:32 p.m.
NED2 Entity disambiguation (via description) batch_69b4086ab034819086c5fa7d4b172d75 completed March 13, 2026, 12:51 p.m.
Created at: March 8, 2026, 3:20 p.m.