Triple

T15556501
Position Surface form Disambiguated ID Type / Status
Subject Dirranbandi E370882 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Dirranbandi P–10 State School
Dirranbandi P–10 State School is a rural Queensland government school providing education from primary through junior secondary levels to the Dirranbandi community.
E1164061 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: Dirranbandi P–10 State School | Statement: [Dirranbandi, hasPrimarySchool, Dirranbandi P–10 State School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dirranbandi P–10 State School
Context triple: [Dirranbandi, hasPrimarySchool, Dirranbandi P–10 State School]
  • A. Taranganba State School
    Taranganba State School is a government primary school serving the coastal community of Taranganba in Queensland, Australia.
  • B. Aurukun State School
    Aurukun State School is a primary and secondary educational institution serving the remote Indigenous community of Aurukun in Far North Queensland, Australia.
  • C. Tewantin State School
    Tewantin State School is a primary education institution located in the town of Tewantin in Queensland, Australia.
  • D. Proserpine State School
    Proserpine State School is a government primary school serving the rural community of Proserpine in Queensland, Australia.
  • E. Coolum State School
    Coolum State School is a primary education institution located in the coastal community of Coolum Beach in Queensland, Australia.
  • 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: Dirranbandi P–10 State School
Triple: [Dirranbandi, hasPrimarySchool, Dirranbandi P–10 State School]
Generated description
Dirranbandi P–10 State School is a rural Queensland government school providing education from primary through junior secondary levels to the Dirranbandi community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dirranbandi P–10 State School
Target entity description: Dirranbandi P–10 State School is a rural Queensland government school providing education from primary through junior secondary levels to the Dirranbandi community.
  • A. Taranganba State School
    Taranganba State School is a government primary school serving the coastal community of Taranganba in Queensland, Australia.
  • B. Aurukun State School
    Aurukun State School is a primary and secondary educational institution serving the remote Indigenous community of Aurukun in Far North Queensland, Australia.
  • C. Tewantin State School
    Tewantin State School is a primary education institution located in the town of Tewantin in Queensland, Australia.
  • D. Proserpine State School
    Proserpine State School is a government primary school serving the rural community of Proserpine in Queensland, Australia.
  • E. Coolum State School
    Coolum State School is a primary education institution located in the coastal community of Coolum Beach in Queensland, Australia.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a97dbfc8190a98cbbac5e71ba88 completed April 16, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456427988190bddea01f5cb159d9 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff470492f48190852ede832157ed10 completed May 9, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69ff47e5647c81909b785a1212c4bc50 completed May 9, 2026, 2:42 p.m.
Created at: April 10, 2026, 4:09 a.m.