Triple

T9841381
Position Surface form Disambiguated ID Type / Status
Subject Moorabbin, Victoria, Australia E239233 entity
Predicate nearbySuburb P41355 FINISHED
Object Heatherton
Heatherton is a residential suburb in Melbourne’s southeastern region, known for its mix of housing, parklands, and proximity to major transport routes.
 E825337 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: Heatherton | Statement: [Moorabbin, Victoria, Australia, nearbySuburb, Heatherton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heatherton
Context triple: [Moorabbin, Victoria, Australia, nearbySuburb, Heatherton]
  • A. Moreland
    Moreland is a residential neighborhood in southeast Portland, Oregon, known for its tree-lined streets, parks, and proximity to the Willamette River within the Sellwood–Moreland area.
  • B. Moreland
    Moreland is a small unincorporated community located in Coweta County, Georgia, known for its rural character and local Southern heritage.
  • C. Redruth
    Redruth is a historic former mining town in Cornwall, England, known for its central role in the Cornish tin and copper mining industry.
  • D. Herston
    Herston is a small settlement on the island of South Ronaldsay in Orkney, Scotland.
  • E. Penneshaw
    Penneshaw is a small coastal town on the eastern tip of Kangaroo Island in South Australia, known as the island’s main ferry port and a popular spot for wildlife viewing.
  • 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: Heatherton
Triple: [Moorabbin, Victoria, Australia, nearbySuburb, Heatherton]
Generated description
Heatherton is a residential suburb in Melbourne’s southeastern region, known for its mix of housing, parklands, and proximity to major transport routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heatherton
Target entity description: Heatherton is a residential suburb in Melbourne’s southeastern region, known for its mix of housing, parklands, and proximity to major transport routes.
  • A. Moreland
    Moreland is a residential neighborhood in southeast Portland, Oregon, known for its tree-lined streets, parks, and proximity to the Willamette River within the Sellwood–Moreland area.
  • B. Moreland
    Moreland is a small unincorporated community located in Coweta County, Georgia, known for its rural character and local Southern heritage.
  • C. Redruth
    Redruth is a historic former mining town in Cornwall, England, known for its central role in the Cornish tin and copper mining industry.
  • D. Herston
    Herston is a small settlement on the island of South Ronaldsay in Orkney, Scotland.
  • E. Penneshaw
    Penneshaw is a small coastal town on the eastern tip of Kangaroo Island in South Australia, known as the island’s main ferry port and a popular spot for wildlife viewing.
  • 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_69ca84e3f0c48190ada72a65ebd50efd completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb34c920c81909b56ed9936b15f9b completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5d9673c8190ada27bef9220798d completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d6815e28819081788393cda63bc0 completed April 5, 2026, 3:26 a.m.
NED2 Entity disambiguation (via description) batch_69d1d74e7a148190a9470745bfd7ad42 completed April 5, 2026, 3:30 a.m.
Created at: March 30, 2026, 8:33 p.m.