Triple

T3355462
Position Surface form Disambiguated ID Type / Status
Subject Maitland City Council E70593 entity
Predicate governingBodyOf P479 FINISHED
Object Maitland local government area
Maitland local government area is a regional administrative district in New South Wales, Australia, centered on the city of Maitland and its surrounding communities.
 E70593 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: Maitland local government area | Statement: [Maitland City Council, governingBodyOf, Maitland local government area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maitland local government area
Context triple: [Maitland City Council, governingBodyOf, Maitland local government area]
  • A. Maitland City Council
    Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
  • B. Maitland, New South Wales
    Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
  • C. Maitland
    Maitland is a rural service town located in the central region of South Australia's Yorke Peninsula.
  • D. Muswellbrook Shire
    Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
  • E. Sutherland Shire
    Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
  • 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: Maitland local government area
Triple: [Maitland City Council, governingBodyOf, Maitland local government area]
Generated description
Maitland local government area is a regional administrative district in New South Wales, Australia, centered on the city of Maitland and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maitland local government area
Target entity description: Maitland local government area is a regional administrative district in New South Wales, Australia, centered on the city of Maitland and its surrounding communities.
  • A. Maitland City Council chosen
    Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
  • B. Maitland, New South Wales
    Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
  • C. Maitland
    Maitland is a rural service town located in the central region of South Australia's Yorke Peninsula.
  • D. Muswellbrook Shire
    Muswellbrook Shire is a local government area in the Upper Hunter region of New South Wales, Australia, encompassing rural communities and coal-mining towns.
  • E. Sutherland Shire
    Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
  • F. None of above.

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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2419a808190a54fc03eeec6e42d completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bbbc3a48190bc17572ba3136948 completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34e45a6c08190a0011eaa60f3d50a completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34eba517881908806b1ac285448ff completed March 12, 2026, 11:39 p.m.
Created at: March 8, 2026, 3:13 p.m.