Triple

T12454969
Position Surface form Disambiguated ID Type / Status
Subject Penola E297633 entity
Predicate hasHeritageArea P295 FINISHED
Object Penola Heritage Precinct
Penola Heritage Precinct is a historically significant area in Penola, South Australia, known for its well-preserved 19th-century buildings and its association with early settlement and the life of Saint Mary MacKillop.
E983316 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: Penola Heritage Precinct | Statement: [Penola, hasHeritageArea, Penola Heritage Precinct]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penola Heritage Precinct
Context triple: [Penola, hasHeritageArea, Penola Heritage Precinct]
  • A. Hay heritage precinct
    The Hay heritage precinct is a historic area in Hay, New South Wales, that preserves and showcases the town’s cultural and wartime history through sites such as the Dunera Museum and other heritage-listed buildings.
  • B. Darwin Waterfront Precinct
    Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
  • C. Mooloolaba Wharf precinct
    Mooloolaba Wharf precinct is a waterfront dining, shopping, and entertainment area on Queensland’s Sunshine Coast, known for its marina, eateries, and tourist activities.
  • D. Hagley Park
    Hagley Park is a large central city park in Christchurch, New Zealand, known for its expansive green spaces, sports facilities, and role as a key recreational and cultural hub.
  • E. Townsville Riverway precinct
    The Townsville Riverway precinct is a major recreational and cultural waterfront area in Townsville, Queensland, featuring parklands, swimming lagoons, arts facilities, and community spaces along the Ross River.
  • 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: Penola Heritage Precinct
Triple: [Penola, hasHeritageArea, Penola Heritage Precinct]
Generated description
Penola Heritage Precinct is a historically significant area in Penola, South Australia, known for its well-preserved 19th-century buildings and its association with early settlement and the life of Saint Mary MacKillop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penola Heritage Precinct
Target entity description: Penola Heritage Precinct is a historically significant area in Penola, South Australia, known for its well-preserved 19th-century buildings and its association with early settlement and the life of Saint Mary MacKillop.
  • A. Hay heritage precinct
    The Hay heritage precinct is a historic area in Hay, New South Wales, that preserves and showcases the town’s cultural and wartime history through sites such as the Dunera Museum and other heritage-listed buildings.
  • B. Darwin Waterfront Precinct
    Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
  • C. Mooloolaba Wharf precinct
    Mooloolaba Wharf precinct is a waterfront dining, shopping, and entertainment area on Queensland’s Sunshine Coast, known for its marina, eateries, and tourist activities.
  • D. Hagley Park
    Hagley Park is a large central city park in Christchurch, New Zealand, known for its expansive green spaces, sports facilities, and role as a key recreational and cultural hub.
  • E. Townsville Riverway precinct
    The Townsville Riverway precinct is a major recreational and cultural waterfront area in Townsville, Queensland, featuring parklands, swimming lagoons, arts facilities, and community spaces along the Ross River.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94da2a3cc81908de5a85257627fe2 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f190c788190adceaab8117d52a6 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6405f9f6481909bcc3b2e3deeae7e completed May 2, 2026, 6:20 p.m.
NED2 Entity disambiguation (via description) batch_69f6416ba1bc8190a772bffe4d83ec15 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:56 p.m.