Triple

T2649378
Position Surface form Disambiguated ID Type / Status
Subject Kempsey E53859 entity
Predicate nearbyTown P3883 FINISHED
Object Gladstone
Gladstone is a small riverside village in New South Wales, Australia, known for its heritage buildings, arts community, and scenic setting along the Macleay River.
 E286967 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: Gladstone | Statement: [Kempsey, nearbyTown, Gladstone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gladstone
Context triple: [Kempsey, nearbyTown, Gladstone]
  • A. Palmerston
    Palmerston is a planned satellite city near Darwin in Australia's Northern Territory, known for its residential communities and role as a regional service hub.
  • B. John Gladstone
    John Gladstone was a wealthy Scottish-born merchant, landowner, and politician, best known as the father of British Prime Minister William Ewart Gladstone and for his extensive involvement in West Indian plantations and slavery.
  • C. Herbert Gladstone
    Herbert Gladstone was a British Liberal politician and son of Prime Minister William Ewart Gladstone, best known for his influential role in early 20th-century domestic policy and party organization.
  • D. Gorton
    Gorton is a district in the city of Manchester, England, known for its industrial heritage and residential neighborhoods.
  • E. William Ewart Gladstone
    William Ewart Gladstone was a prominent 19th-century British statesman who served four terms as Prime Minister and became a leading figure of Victorian liberalism.
  • 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: Gladstone
Triple: [Kempsey, nearbyTown, Gladstone]
Generated description
Gladstone is a small riverside village in New South Wales, Australia, known for its heritage buildings, arts community, and scenic setting along the Macleay River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gladstone
Target entity description: Gladstone is a small riverside village in New South Wales, Australia, known for its heritage buildings, arts community, and scenic setting along the Macleay River.
  • A. Palmerston
    Palmerston is a planned satellite city near Darwin in Australia's Northern Territory, known for its residential communities and role as a regional service hub.
  • B. John Gladstone
    John Gladstone was a wealthy Scottish-born merchant, landowner, and politician, best known as the father of British Prime Minister William Ewart Gladstone and for his extensive involvement in West Indian plantations and slavery.
  • C. Herbert Gladstone
    Herbert Gladstone was a British Liberal politician and son of Prime Minister William Ewart Gladstone, best known for his influential role in early 20th-century domestic policy and party organization.
  • D. Gorton
    Gorton is a district in the city of Manchester, England, known for its industrial heritage and residential neighborhoods.
  • E. William Ewart Gladstone
    William Ewart Gladstone was a prominent 19th-century British statesman who served four terms as Prime Minister and became a leading figure of Victorian liberalism.
  • 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_69ab495e192081909c77b622e8e7e15a completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd91ca1288190ba302b04bac4c153 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98cc2d9881908556b915a1870c02 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9a0966a88190b76c50ac801438e2 completed March 10, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_69af9dfac8048190be715b844eedf064 completed March 10, 2026, 4:28 a.m.
Created at: March 6, 2026, 9:53 p.m.