Triple

T12387329
Position Surface form Disambiguated ID Type / Status
Subject Cambridge, New Zealand E295899 entity
Predicate hasFacility P105 FINISHED
Object Cambridge High School
Cambridge High School is a secondary school serving the town of Cambridge in New Zealand’s Waikato region.
 E979473 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: Cambridge High School | Statement: [Cambridge, New Zealand, hasFacility, Cambridge High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cambridge High School
Context triple: [Cambridge, New Zealand, hasFacility, Cambridge High School]
  • A. Cambridge High School
    Cambridge High School is a public secondary school serving students in the Milton, Georgia area.
  • B. Cambridge School of Weston
    The Cambridge School of Weston is a progressive, independent day and boarding high school known for its innovative curriculum and arts-focused education, located in Weston, Massachusetts.
  • C. Cambridgeport School
    Cambridgeport School is a public elementary school in Cambridge, Massachusetts, serving students within the Cambridge Public Schools district.
  • D. Cambridge Rindge and Latin School
    Cambridge Rindge and Latin School is a public high school in Cambridge, Massachusetts, known for its diverse student body and notable alumni in the arts, politics, and academia.
  • E. Middlesex High School
    Middlesex High School is a public secondary school serving students in grades 9–12 in Middlesex Borough, New Jersey.
  • 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: Cambridge High School
Triple: [Cambridge, New Zealand, hasFacility, Cambridge High School]
Generated description
Cambridge High School is a secondary school serving the town of Cambridge in New Zealand’s Waikato region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cambridge High School
Target entity description: Cambridge High School is a secondary school serving the town of Cambridge in New Zealand’s Waikato region.
  • A. Cambridge High School
    Cambridge High School is a public secondary school serving students in the Milton, Georgia area.
  • B. Cambridge School of Weston
    The Cambridge School of Weston is a progressive, independent day and boarding high school known for its innovative curriculum and arts-focused education, located in Weston, Massachusetts.
  • C. Cambridgeport School
    Cambridgeport School is a public elementary school in Cambridge, Massachusetts, serving students within the Cambridge Public Schools district.
  • D. Cambridge Rindge and Latin School
    Cambridge Rindge and Latin School is a public high school in Cambridge, Massachusetts, known for its diverse student body and notable alumni in the arts, politics, and academia.
  • E. Middlesex High School
    Middlesex High School is a public secondary school serving students in grades 9–12 in Middlesex Borough, New Jersey.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fbd489c819098233a111442762e completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac939bc819081629b9eef20c4e7 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62c7b28588190839c35c19856d16f completed May 2, 2026, 4:55 p.m.
NED2 Entity disambiguation (via description) batch_69f62e403a308190a2bba3fefc420932 completed May 2, 2026, 5:02 p.m.
Created at: April 8, 2026, 9:54 p.m.