Triple

T12718028
Position Surface form Disambiguated ID Type / Status
Subject Malir Cantonment E303898 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Cantt public schools
Cantt Public Schools are a network of government-administered educational institutions in Pakistan’s cantonment areas, providing primary and secondary education to children of military personnel and civilians.
E997033 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: Cantt public schools | Statement: [Malir Cantonment, hasEducationalInstitution, Cantt public schools]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cantt public schools
Context triple: [Malir Cantonment, hasEducationalInstitution, Cantt public schools]
  • A. Government Central School
    Government Central School was a pioneering 19th-century English-medium government school in Hong Kong that later became known as Queen's College.
  • B. Lab Schools
    Lab Schools is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • C. Cotter Schools
    Cotter Schools is a private Catholic college preparatory school system located in Winona, Minnesota.
  • D. Kateri School
    Kateri School is an educational institution serving the community of Kahnawà:ke, a Mohawk territory near Montreal, Canada.
  • E. South School
    South School is a public elementary school serving young students in the town of Stoneham, 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: Cantt public schools
Triple: [Malir Cantonment, hasEducationalInstitution, Cantt public schools]
Generated description
Cantt Public Schools are a network of government-administered educational institutions in Pakistan’s cantonment areas, providing primary and secondary education to children of military personnel and civilians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cantt public schools
Target entity description: Cantt Public Schools are a network of government-administered educational institutions in Pakistan’s cantonment areas, providing primary and secondary education to children of military personnel and civilians.
  • A. Government Central School
    Government Central School was a pioneering 19th-century English-medium government school in Hong Kong that later became known as Queen's College.
  • B. Lab Schools
    Lab Schools is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • C. Cotter Schools
    Cotter Schools is a private Catholic college preparatory school system located in Winona, Minnesota.
  • D. Kateri School
    Kateri School is an educational institution serving the community of Kahnawà:ke, a Mohawk territory near Montreal, Canada.
  • E. South School
    South School is a public elementary school serving early-grade students in the New Canaan, Connecticut community.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9625d9da48190ab377f9328a0e1f5 completed April 10, 2026, 8:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671bcc10481909f150989f9545752 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740205ac819095db26058eb2dce7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f674de6328819087fe5a8068c26f51 completed May 2, 2026, 10:04 p.m.
Created at: April 9, 2026, 5:23 p.m.