Triple

T18881454
Position Surface form Disambiguated ID Type / Status
Subject Tikipunga E461836 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Totara Grove School
Totara Grove School is a primary school located in the suburb of Tikipunga in Whangārei, New Zealand.
E1347941 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: Totara Grove School | Statement: [Tikipunga, hasEducationalInstitution, Totara Grove School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Totara Grove School
Context triple: [Tikipunga, hasEducationalInstitution, Totara Grove School]
  • A. Ōtaki School
    Ōtaki School is a local primary educational institution serving the community of Ōtaki in New Zealand.
  • B. Tapanui School
    Tapanui School is a primary educational institution serving the local community in the rural town of Tapanui in New Zealand’s South Island.
  • C. Aokautere School
    Aokautere School is a primary educational institution serving the local community of Aokautere in New Zealand.
  • D. Taupiri School
    Taupiri School is a primary educational institution serving the children of the rural community of Taupiri in New Zealand’s Waikato region.
  • E. Pukerua Bay School
    Pukerua Bay School is a primary school serving the coastal community of Pukerua Bay in New Zealand.
  • 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: Totara Grove School
Triple: [Tikipunga, hasEducationalInstitution, Totara Grove School]
Generated description
Totara Grove School is a primary school located in the suburb of Tikipunga in Whangārei, New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Totara Grove School
Target entity description: Totara Grove School is a primary school located in the suburb of Tikipunga in Whangārei, New Zealand.
  • A. Ōtaki School
    Ōtaki School is a local primary educational institution serving the community of Ōtaki in New Zealand.
  • B. Tapanui School
    Tapanui School is a primary educational institution serving the local community in the rural town of Tapanui in New Zealand’s South Island.
  • C. Aokautere School
    Aokautere School is a primary educational institution serving the local community of Aokautere in New Zealand.
  • D. Taupiri School
    Taupiri School is a primary educational institution serving the children of the rural community of Taupiri in New Zealand’s Waikato region.
  • E. Pukerua Bay School
    Pukerua Bay School is a primary school serving the coastal community of Pukerua Bay in New Zealand.
  • 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_69d8dcfc3430819095ee6fc0eb4c06a5 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c3d2028481908af2b1560312e26c completed April 20, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0582af0e44819084b87fe5a00ef336 completed May 14, 2026, 8:07 a.m.
NEDg Description generation batch_6a058696fc408190b63bfd77c4f23e0b completed May 14, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0587056df08190b9fae9bbcec12a64 completed May 14, 2026, 8:25 a.m.
Created at: April 10, 2026, 11:57 a.m.