Triple

T18658403
Position Surface form Disambiguated ID Type / Status
Subject Government of Punjab, Pakistan E456126 entity
Predicate hasDepartment P35 FINISHED
Object Punjab School Education Department
The Punjab School Education Department is the provincial government body responsible for formulating and implementing policies, administration, and regulation of school-level education in Punjab, Pakistan.
E1335832 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: Punjab School Education Department | Statement: [Government of Punjab, Pakistan, hasDepartment, Punjab School Education Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Punjab School Education Department
Context triple: [Government of Punjab, Pakistan, hasDepartment, Punjab School Education Department]
  • A. Department of School Education, Punjab
    The Department of School Education, Punjab is the state government body responsible for formulating and implementing policies, curricula, and administrative oversight for school-level education across Punjab, India.
  • B. Sindh Education and Literacy Department
    Sindh Education and Literacy Department is the provincial government body responsible for overseeing school education, literacy initiatives, and related educational policies and administration in Sindh, Pakistan.
  • C. Higher Education Department, Government of Punjab
    The Higher Education Department, Government of Punjab is the provincial authority responsible for formulating policies, regulating, and overseeing universities and higher education institutions in Punjab, Pakistan.
  • D. Board of Intermediate and Secondary Education Peshawar
    The Board of Intermediate and Secondary Education Peshawar is a governmental education board in Khyber Pakhtunkhwa, Pakistan, responsible for regulating, organizing, and conducting secondary and higher secondary examinations in its jurisdiction.
  • E. Government of Punjab
    The Government of Punjab is the state-level governing authority responsible for administering the Indian state of Punjab, including its legislative, executive, and administrative functions.
  • 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: Punjab School Education Department
Triple: [Government of Punjab, Pakistan, hasDepartment, Punjab School Education Department]
Generated description
The Punjab School Education Department is the provincial government body responsible for formulating and implementing policies, administration, and regulation of school-level education in Punjab, Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Punjab School Education Department
Target entity description: The Punjab School Education Department is the provincial government body responsible for formulating and implementing policies, administration, and regulation of school-level education in Punjab, Pakistan.
  • A. Department of School Education, Punjab
    The Department of School Education, Punjab is the state government body responsible for formulating and implementing policies, curricula, and administrative oversight for school-level education across Punjab, India.
  • B. Sindh Education and Literacy Department
    Sindh Education and Literacy Department is the provincial government body responsible for overseeing school education, literacy initiatives, and related educational policies and administration in Sindh, Pakistan.
  • C. Higher Education Department, Government of Punjab
    The Higher Education Department, Government of Punjab is the provincial authority responsible for formulating policies, regulating, and overseeing universities and higher education institutions in Punjab, Pakistan.
  • D. Board of Intermediate and Secondary Education Peshawar
    The Board of Intermediate and Secondary Education Peshawar is a governmental education board in Khyber Pakhtunkhwa, Pakistan, responsible for regulating, organizing, and conducting secondary and higher secondary examinations in its jurisdiction.
  • E. Government of Punjab
    The Government of Punjab is the state-level governing authority responsible for administering the Indian state of Punjab, including its legislative, executive, and administrative functions.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55087ae8081909cb4c0ce6c809d55 completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a051724da8881909e065ba1069ecb6c completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05193f4cbc8190a0f7bb3fc5247f31 completed May 14, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_6a0519d38a508190bdcfb402f9f75b16 completed May 14, 2026, 12:39 a.m.
Created at: April 10, 2026, 11:48 a.m.