Triple

T12279362
Position Surface form Disambiguated ID Type / Status
Subject Ashburton District E292676 entity
Predicate hasSettlement P1068 FINISHED
Object Rakaia
Rakaia is a small rural town in Canterbury, New Zealand, known for its proximity to the Rakaia River and its strong agricultural and fishing activities.
 E975947 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: Rakaia | Statement: [Ashburton District, hasSettlement, Rakaia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rakaia
Context triple: [Ashburton District, hasSettlement, Rakaia]
  • A. Rangea
    Rangea is an extinct frond-shaped organism from the Ediacaran Period, known as one of the earliest complex multicellular life forms preserved in Precambrian fossil beds.
  • B. Kawhia
    Kawhia is a coastal settlement and harbour on the west coast of New Zealand’s North Island, historically significant as a Māori stronghold and ancestral home of several iwi.
  • C. Ruakākā
    Ruakākā is a small coastal town in New Zealand known for its long sandy beach, surf breaks, and proximity to the Marsden Point industrial area.
  • D. Tamaroa
    The Tamaroa were a Native American tribe of the Illinois Confederation who traditionally lived along the Mississippi River in what is now Illinois.
  • E. Tirau
    Tirau is a small rural town in New Zealand’s Waikato region, known for its corrugated iron art buildings and role as a key junction on State Highway 1.
  • 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: Rakaia
Triple: [Ashburton District, hasSettlement, Rakaia]
Generated description
Rakaia is a small rural town in Canterbury, New Zealand, known for its proximity to the Rakaia River and its strong agricultural and fishing activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rakaia
Target entity description: Rakaia is a small rural town in Canterbury, New Zealand, known for its proximity to the Rakaia River and its strong agricultural and fishing activities.
  • A. Rangea
    Rangea is an extinct frond-shaped organism from the Ediacaran Period, known as one of the earliest complex multicellular life forms preserved in Precambrian fossil beds.
  • B. Kawhia
    Kawhia is a coastal settlement and harbour on the west coast of New Zealand’s North Island, historically significant as a Māori stronghold and ancestral home of several iwi.
  • C. Ruakākā
    Ruakākā is a small coastal town in New Zealand known for its long sandy beach, surf breaks, and proximity to the Marsden Point industrial area.
  • D. Tamaroa
    The Tamaroa were a Native American tribe of the Illinois Confederation who traditionally lived along the Mississippi River in what is now Illinois.
  • E. Tirau
    Tirau is a small rural town in New Zealand’s Waikato region, known for its corrugated iron art buildings and role as a key junction on State Highway 1.
  • 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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cf1ab8c8190a51f498bfda957d8 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6f46f08190839ba07ef6fac984 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f622de74f0819096c5f5bf6f938fe7 completed May 2, 2026, 4:14 p.m.
NED2 Entity disambiguation (via description) batch_69f62379746c8190bc9da48775b86dfa completed May 2, 2026, 4:16 p.m.
Created at: April 8, 2026, 9:52 p.m.