Triple

T6874999
Position Surface form Disambiguated ID Type / Status
Subject Manly E158650 entity
Predicate partOf P40 FINISHED
Object Northern Beaches Council
Northern Beaches Council is a local government area in northern Sydney, Australia, that administers a stretch of coastal suburbs and communities along the city's northern beaches.
 E625813 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: Northern Beaches Council | Statement: [Manly, partOf, Northern Beaches Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Beaches Council
Context triple: [Manly, partOf, Northern Beaches Council]
  • A. Central Coast Council
    Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast region of New South Wales, Australia.
  • B. Flinders Council
    Flinders Council is the local governing body responsible for administering Flinders Island and surrounding islands in Tasmania’s Furneaux Group.
  • C. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • D. Port Stephens Council
    Port Stephens Council is the local government authority responsible for administering the Port Stephens local government area in the Hunter Region of New South Wales, Australia.
  • E. Douglas Shire Council
    Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
  • 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: Northern Beaches Council
Triple: [Manly, partOf, Northern Beaches Council]
Generated description
Northern Beaches Council is a local government area in northern Sydney, Australia, that administers a stretch of coastal suburbs and communities along the city's northern beaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Beaches Council
Target entity description: Northern Beaches Council is a local government area in northern Sydney, Australia, that administers a stretch of coastal suburbs and communities along the city's northern beaches.
  • A. Central Coast Council
    Central Coast Council is the local government authority responsible for administering municipal services, planning, and community facilities across the Central Coast region of New South Wales, Australia.
  • B. Flinders Council
    Flinders Council is the local governing body responsible for administering Flinders Island and surrounding islands in Tasmania’s Furneaux Group.
  • C. Sunshine Coast Regional Council
    Sunshine Coast Regional Council is the local government authority responsible for administering services, planning, and community development across the Sunshine Coast region in Queensland, Australia.
  • D. Port Stephens Council
    Port Stephens Council is the local government authority responsible for administering the Port Stephens local government area in the Hunter Region of New South Wales, Australia.
  • E. Douglas Shire Council
    Douglas Shire Council is the local government authority for the Douglas Shire region in Far North Queensland, Australia, responsible for providing municipal services, infrastructure, and community governance.
  • 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_69c68832af1481908ce356e133ebaebe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8c9e7b481909079b0f1fb1bc217 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742b66ca08190bed17fa3ab6733ef completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c7441117ec8190b9b355c474289010 completed March 28, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69c744a20bd481908a7c6aaa6383a68f completed March 28, 2026, 3:01 a.m.
Created at: March 27, 2026, 2:22 p.m.