Triple

T14592198
Position Surface form Disambiguated ID Type / Status
Subject Ipswich City Council area E342471 entity
Predicate containsSettlement P847 FINISHED
Object Leichhardt
Leichhardt is a residential suburb within the Ipswich region of Queensland, Australia, known for its local parks, schools, and proximity to the Ipswich city centre.
E1109362 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: Leichhardt | Statement: [Ipswich City Council area, containsSettlement, Leichhardt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leichhardt
Context triple: [Ipswich City Council area, containsSettlement, Leichhardt]
  • A. Leichhardt
    Leichhardt is an Australian federal electoral division in Queensland that covers the far north of the state, including Cairns and Cape York Peninsula.
  • B. Strzelecki
    Strzelecki is a Polish surname most notably associated with explorer and geologist Paweł Edmund Strzelecki, after whom various geographical features in Australia are named.
  • C. Heysen
    Heysen is an electoral district in South Australia, named after the renowned landscape artist Sir Hans Heysen.
  • D. Ludwig Leichhardt
    Ludwig Leichhardt was a 19th-century Prussian explorer and naturalist renowned for his expeditions into the interior of Australia and his mysterious disappearance during an overland journey.
  • E. Mawson
    Mawson is an electoral district in South Australia, named after Antarctic explorer Sir Douglas Mawson and encompassing coastal and suburban communities south of Adelaide.
  • 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: Leichhardt
Triple: [Ipswich City Council area, containsSettlement, Leichhardt]
Generated description
Leichhardt is a residential suburb within the Ipswich region of Queensland, Australia, known for its local parks, schools, and proximity to the Ipswich city centre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leichhardt
Target entity description: Leichhardt is a residential suburb within the Ipswich region of Queensland, Australia, known for its local parks, schools, and proximity to the Ipswich city centre.
  • A. Leichhardt
    Leichhardt is an Australian federal electoral division in Queensland that covers the far north of the state, including Cairns and Cape York Peninsula.
  • B. Strzelecki
    Strzelecki is a Polish surname most notably associated with explorer and geologist Paweł Edmund Strzelecki, after whom various geographical features in Australia are named.
  • C. Heysen
    Heysen is an electoral district in South Australia, named after the renowned landscape artist Sir Hans Heysen.
  • D. Ludwig Leichhardt
    Ludwig Leichhardt was a 19th-century Prussian explorer and naturalist renowned for his expeditions into the interior of Australia and his mysterious disappearance during an overland journey.
  • E. Mawson
    Mawson is an electoral district in South Australia, named after Antarctic explorer Sir Douglas Mawson and encompassing coastal and suburban communities south of Adelaide.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c36bb881909af16aa1df1766f8 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd9ab12c38819081772da28b5fe7da completed May 8, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_69fd9bb4dba08190b2ed507a47462b34 completed May 8, 2026, 8:15 a.m.
Created at: April 10, 2026, 1:24 a.m.