Triple

T14242832
Position Surface form Disambiguated ID Type / Status
Subject Greater Darwin E353053 entity
Predicate contains P35 FINISHED
Object Livingstone
Livingstone is a rural locality within the Greater Darwin region of Australia's Northern Territory, known for its semi-rural lifestyle and proximity to Darwin city.
 E1088343 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: Livingstone | Statement: [Greater Darwin, contains, Livingstone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Livingstone
Context triple: [Greater Darwin, contains, Livingstone]
  • A. Livingstone
    Livingstone is a historic town in southern Zambia that serves as a major gateway for tourists visiting Victoria Falls and the surrounding Zambezi River region.
  • B. Livingstone
    Livingstone is a Scottish-origin surname borne by various notable individuals across fields such as politics, exploration, academia, and the arts.
  • C. Livingstone Etse Satekla
    Livingstone Etse Satekla, better known by his stage name Stonebwoy, is a prominent Ghanaian Afropop, dancehall, and reggae musician.
  • D. Karonga
    Karonga is a town in northern Malawi located on the shores of Lake Malawi, known as a regional transport hub and archaeological site.
  • E. Shepstone
    Shepstone is a surname most notably associated with Sir Theophilus Shepstone, a 19th-century British South African statesman involved in colonial administration and annexation policies.
  • 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: Livingstone
Triple: [Greater Darwin, contains, Livingstone]
Generated description
Livingstone is a rural locality within the Greater Darwin region of Australia's Northern Territory, known for its semi-rural lifestyle and proximity to Darwin city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Livingstone
Target entity description: Livingstone is a rural locality within the Greater Darwin region of Australia's Northern Territory, known for its semi-rural lifestyle and proximity to Darwin city.
  • A. Livingstone
    Livingstone is a historic town in southern Zambia that serves as a major gateway for tourists visiting Victoria Falls and the surrounding Zambezi River region.
  • B. Livingstone
    Livingstone is a Scottish-origin surname borne by various notable individuals across fields such as politics, exploration, academia, and the arts.
  • C. Livingstone Etse Satekla
    Livingstone Etse Satekla, better known by his stage name Stonebwoy, is a prominent Ghanaian Afropop, dancehall, and reggae musician.
  • D. Karonga
    Karonga is a town in northern Malawi located on the shores of Lake Malawi, known as a regional transport hub and archaeological site.
  • E. Shepstone
    Shepstone is a surname most notably associated with Sir Theophilus Shepstone, a 19th-century British South African statesman involved in colonial administration and annexation policies.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6244ad188190b9d9db7914240410 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd28235880819094f5983cce01b0fc completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2b2363f881909e04edd850166dd5 completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2cf1a1248190a97644dadf1717bc completed May 8, 2026, 12:23 a.m.
Created at: April 10, 2026, 1:08 a.m.