Triple

T4196048
Position Surface form Disambiguated ID Type / Status
Subject Katherine E89155 entity
Predicate hasLocalGovernmentArea P8215 FINISHED
Object Katherine Town Council
Katherine Town Council is the local governing body responsible for municipal services, planning, and community development in the town of Katherine in Australia's Northern Territory.
E420389 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: Katherine Town Council | Statement: [Katherine, hasLocalGovernmentArea, Katherine Town Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katherine Town Council
Context triple: [Katherine, hasLocalGovernmentArea, Katherine Town Council]
  • A. Ware Town Council
    Ware Town Council is the parish-level local authority responsible for representing and serving the community of the town of Ware in Hertfordshire, England.
  • B. Georgina Town Council
    Georgina Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing services for the Town of Georgina in Ontario, Canada.
  • C. Cardston Town Council
    Cardston Town Council is the municipal governing body responsible for setting local policies, bylaws, and strategic direction for the town of Cardston, Alberta.
  • D. Kuje Area Council
    Kuje Area Council is a local government administrative division within Nigeria’s Federal Capital Territory, encompassing both urban and rural communities near Abuja.
  • E. City of Bunbury Council
    The City of Bunbury Council is the local government authority responsible for administering municipal services, planning, and community development in the coastal city of Bunbury, Western Australia.
  • 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: Katherine Town Council
Triple: [Katherine, hasLocalGovernmentArea, Katherine Town Council]
Generated description
Katherine Town Council is the local governing body responsible for municipal services, planning, and community development in the town of Katherine in Australia's Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katherine Town Council
Target entity description: Katherine Town Council is the local governing body responsible for municipal services, planning, and community development in the town of Katherine in Australia's Northern Territory.
  • A. Ware Town Council
    Ware Town Council is the parish-level local authority responsible for representing and serving the community of the town of Ware in Hertfordshire, England.
  • B. Georgina Town Council
    Georgina Town Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing services for the Town of Georgina in Ontario, Canada.
  • C. Cardston Town Council
    Cardston Town Council is the municipal governing body responsible for setting local policies, bylaws, and strategic direction for the town of Cardston, Alberta.
  • D. Kuje Area Council
    Kuje Area Council is a local government administrative division within Nigeria’s Federal Capital Territory, encompassing both urban and rural communities near Abuja.
  • E. City of Bunbury Council
    The City of Bunbury Council is the local government authority responsible for administering municipal services, planning, and community development in the coastal city of Bunbury, Western Australia.
  • 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_69aed9569a4481908b6c1fcec2a11e21 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af035e87148190a0f0bf48b813ffaa completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a0d7fa88190a2c830e298542068 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58a9497b88190a46afd8b1996fed9 completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b26e4208190b4ec30a3b635194b completed March 14, 2026, 4:21 p.m.
Created at: March 9, 2026, 3:46 p.m.