Triple

T12873379
Position Surface form Disambiguated ID Type / Status
Subject Mandaeans in Australia E307903 entity
Predicate mainSettlement P13187 FINISHED
Object Fairfield, New South Wales
Fairfield, New South Wales is a culturally diverse suburb of Sydney known for its large Middle Eastern and Assyrian communities and vibrant migrant population.
 E1007518 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: Fairfield, New South Wales | Statement: [Mandaeans in Australia, mainSettlement, Fairfield, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fairfield, New South Wales
Context triple: [Mandaeans in Australia, mainSettlement, Fairfield, New South Wales]
  • A. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • B. Griffith, New South Wales
    Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
  • C. Forster, New South Wales
    Forster, New South Wales is a popular coastal town on the Mid North Coast of Australia known for its beaches, fishing, and tourism.
  • D. Parkes, New South Wales
    Parkes, New South Wales is a regional town in central western New South Wales, Australia, known for its agricultural base and proximity to the famous Parkes Observatory radio telescope.
  • E. Aberdeen, New South Wales
    Aberdeen, New South Wales is a small rural town in the Upper Hunter region of New South Wales, Australia, known for its agricultural and livestock industries.
  • 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: Fairfield, New South Wales
Triple: [Mandaeans in Australia, mainSettlement, Fairfield, New South Wales]
Generated description
Fairfield, New South Wales is a culturally diverse suburb of Sydney known for its large Middle Eastern and Assyrian communities and vibrant migrant population.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fairfield, New South Wales
Target entity description: Fairfield, New South Wales is a culturally diverse suburb of Sydney known for its large Middle Eastern and Assyrian communities and vibrant migrant population.
  • A. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • B. Griffith, New South Wales
    Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
  • C. Forster, New South Wales
    Forster, New South Wales is a popular coastal town on the Mid North Coast of Australia known for its beaches, fishing, and tourism.
  • D. Parkes, New South Wales
    Parkes, New South Wales is a regional town in central western New South Wales, Australia, known for its agricultural base and proximity to the famous Parkes Observatory radio telescope.
  • E. Aberdeen, New South Wales
    Aberdeen, New South Wales is a small rural town in the Upper Hunter region of New South Wales, Australia, known for its agricultural and livestock industries.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970f87aa48190a7234424a6badef0 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb679f88190a1799b73c3f738b6 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69fb238f08190a0c63d71bfbe4529 completed May 3, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69f6a087120c81908644ed732eff4d99 completed May 3, 2026, 1:10 a.m.
Created at: April 9, 2026, 5:38 p.m.