Triple

T14583783
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Vale E342260 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Berkeley Vale Public School
Berkeley Vale Public School is a primary education institution serving the local community of Berkeley Vale in New South Wales, Australia.
E1108169 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: Berkeley Vale Public School | Statement: [Berkeley Vale, hasEducationalInstitution, Berkeley Vale Public School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berkeley Vale Public School
Context triple: [Berkeley Vale, hasEducationalInstitution, Berkeley Vale Public School]
  • A. Scone Public School
    Scone Public School is a primary education institution serving the community of Scone, New South Wales, Australia.
  • B. Russell Street School
    Russell Street School is a public elementary school serving young students in the town of Littleton, Massachusetts.
  • C. Rockcliffe Park Public School
    Rockcliffe Park Public School is a well-regarded elementary school in Ottawa, Ontario, known for serving the local Rockcliffe Park community with strong academic and extracurricular programs.
  • D. Point Clare Public School
    Point Clare Public School is a government primary school serving the local community of Point Clare in New South Wales, Australia.
  • E. Oberon Public School
    Oberon Public School is a primary education institution serving the local community of Oberon, New South Wales, 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: Berkeley Vale Public School
Triple: [Berkeley Vale, hasEducationalInstitution, Berkeley Vale Public School]
Generated description
Berkeley Vale Public School is a primary education institution serving the local community of Berkeley Vale in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berkeley Vale Public School
Target entity description: Berkeley Vale Public School is a primary education institution serving the local community of Berkeley Vale in New South Wales, Australia.
  • A. Scone Public School
    Scone Public School is a primary education institution serving the community of Scone, New South Wales, Australia.
  • B. Russell Street School
    Russell Street School is a public elementary school serving young students in the town of Littleton, Massachusetts.
  • C. Rockcliffe Park Public School
    Rockcliffe Park Public School is a well-regarded elementary school in Ottawa, Ontario, known for serving the local Rockcliffe Park community with strong academic and extracurricular programs.
  • D. Point Clare Public School
    Point Clare Public School is a government primary school serving the local community of Point Clare in New South Wales, Australia.
  • E. Oberon Public School
    Oberon Public School is a primary education institution serving the local community of Oberon, New South Wales, 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4209b988190ad2a7b2dead8ffed completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94bbe6208190af9cd131c147e321 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd984e0e6c819089d967234c5245ee completed May 8, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69fd98cf0bcc81909dac826a32daaf04 completed May 8, 2026, 8:03 a.m.
Created at: April 10, 2026, 1:24 a.m.