Triple

T5750971
Position Surface form Disambiguated ID Type / Status
Subject Denman E126849 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Denman Public School
Denman Public School is a primary education institution serving the local community of Denman, New South Wales, Australia.
 E543814 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: Denman Public School | Statement: [Denman, hasPrimarySchool, Denman Public School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denman Public School
Context triple: [Denman, hasPrimarySchool, Denman Public School]
  • A. Finley Public School
    Finley Public School is a local primary and/or secondary school serving the educational needs of students in the town of Finley.
  • B. Lochinvar Public School
    Lochinvar Public School is a primary education institution serving the local community of Lochinvar in New South Wales, Australia.
  • C. Scone Public School
    Scone Public School is a primary education institution serving the community of Scone, New South Wales, Australia.
  • D. Russell Street School
    Russell Street School is a public elementary school serving young students in the town of Littleton, Massachusetts.
  • E. J. Warren Killam Elementary School
    J. Warren Killam Elementary School is a public primary school serving early-grade students in the town of Reading, Massachusetts.
  • 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: Denman Public School
Triple: [Denman, hasPrimarySchool, Denman Public School]
Generated description
Denman Public School is a primary education institution serving the local community of Denman, New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denman Public School
Target entity description: Denman Public School is a primary education institution serving the local community of Denman, New South Wales, Australia.
  • A. Finley Public School
    Finley Public School is a local primary and/or secondary school serving the educational needs of students in the town of Finley.
  • B. Lochinvar Public School
    Lochinvar Public School is a primary education institution serving the local community of Lochinvar in New South Wales, Australia.
  • C. Scone Public School
    Scone Public School is a primary education institution serving the community of Scone, New South Wales, Australia.
  • D. Russell Street School
    Russell Street School is a public elementary school serving young students in the town of Littleton, Massachusetts.
  • E. J. Warren Killam Elementary School
    J. Warren Killam Elementary School is a public primary school serving early-grade students in the town of Reading, Massachusetts.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0288a0ea8819091ac6f965471ceee completed March 22, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e3a50b88190a943b2d91d3c5b8e completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c0880ef8608190a602c7b9c7f753fb completed March 23, 2026, 12:23 a.m.
NED2 Entity disambiguation (via description) batch_69c088cff95481908a8e04e763269062 completed March 23, 2026, 12:26 a.m.
Created at: March 22, 2026, 3:48 p.m.