Triple

T15795779
Position Surface form Disambiguated ID Type / Status
Subject Spence E382973 entity
Predicate includesLocalGovernmentArea P18485 FINISHED
Object Town of Gawler
The Town of Gawler is a historic local government area in South Australia centered on the town of Gawler, on the northern outskirts of Adelaide.
E1176725 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: Town of Gawler | Statement: [Spence, includesLocalGovernmentArea, Town of Gawler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Gawler
Context triple: [Spence, includesLocalGovernmentArea, Town of Gawler]
  • A. City of Wangaratta
    The City of Wangaratta is a local government area in northeastern Victoria, Australia, centered on the regional city of Wangaratta and surrounding rural communities.
  • B. City of Wodonga
    The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
  • C. City of Whyalla
    The City of Whyalla is a local government area in South Australia that administers the industrial coastal city of Whyalla and its surrounding region.
  • D. Goolwa
    Goolwa is a historic river port town in South Australia located near the mouth of the Murray River and known today as a tourism and heritage destination.
  • E. City of West Torrens
    The City of West Torrens is a local government area in the western suburbs of Adelaide, South Australia, encompassing a mix of residential, commercial, and industrial communities.
  • 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: Town of Gawler
Triple: [Spence, includesLocalGovernmentArea, Town of Gawler]
Generated description
The Town of Gawler is a historic local government area in South Australia centered on the town of Gawler, on the northern outskirts of Adelaide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Gawler
Target entity description: The Town of Gawler is a historic local government area in South Australia centered on the town of Gawler, on the northern outskirts of Adelaide.
  • A. City of Wangaratta
    The City of Wangaratta is a local government area in northeastern Victoria, Australia, centered on the regional city of Wangaratta and surrounding rural communities.
  • B. City of Wodonga
    The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
  • C. City of Whyalla
    The City of Whyalla is a local government area in South Australia that administers the industrial coastal city of Whyalla and its surrounding region.
  • D. Goolwa
    Goolwa is a historic river port town in South Australia located near the mouth of the Murray River and known today as a tourism and heritage destination.
  • E. City of West Torrens
    The City of West Torrens is a local government area in the western suburbs of Adelaide, South Australia, encompassing a mix of residential, commercial, and industrial communities.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4dc887081909d682ae153f06d97 completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90aea81c8190ad8bc0cdedf4b77a completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff93b24828819092841bc02059995d completed May 9, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff9435b800819093985b293a541e46 completed May 9, 2026, 8:08 p.m.
Created at: April 10, 2026, 4:48 a.m.