Triple

T18658406
Position Surface form Disambiguated ID Type / Status
Subject Government of Punjab, Pakistan E456126 entity
Predicate hasDepartment P35 FINISHED
Object Punjab Agriculture Department NE NERFINISHED

How this triple was built (3 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 Agriculture Department | Statement: [Government of Punjab, Pakistan, hasDepartment, Punjab Agriculture Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Punjab Agriculture Department
Context triple: [Government of Punjab, Pakistan, hasDepartment, Punjab Agriculture Department]
  • A. Department of Agriculture, Punjab
    The Department of Agriculture, Punjab is the state government agency responsible for formulating and implementing agricultural policies, programs, and services to support farmers and enhance agricultural productivity in Punjab, India.
  • B. Agriculture Department Sindh
    The Agriculture Department Sindh is a provincial government body responsible for formulating and implementing agricultural policies, development programs, and support services for farmers across Sindh, Pakistan.
  • C. Punjab Irrigation Department
    The Punjab Irrigation Department is a governmental agency responsible for managing and regulating irrigation infrastructure and water resources across the Indian state of Punjab.
  • D. Punjab Agricultural University
    Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
  • E. Agriculture Department Khyber Pakhtunkhwa
    The Agriculture Department Khyber Pakhtunkhwa is a provincial government body in Pakistan responsible for formulating and implementing policies, programs, and services to support agricultural development and farmers in the Khyber Pakhtunkhwa region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Punjab Agriculture Department
Target entity description: The Punjab Agriculture Department is the provincial government body in Pakistan responsible for formulating and implementing policies, programs, and services to support and develop the agriculture sector in Punjab.
  • A. Department of Agriculture, Punjab
    The Department of Agriculture, Punjab is the state government agency responsible for formulating and implementing agricultural policies, programs, and services to support farmers and enhance agricultural productivity in Punjab, India.
  • B. Agriculture Department Sindh
    The Agriculture Department Sindh is a provincial government body responsible for formulating and implementing agricultural policies, development programs, and support services for farmers across Sindh, Pakistan.
  • C. Punjab Irrigation Department
    The Punjab Irrigation Department is a governmental agency responsible for managing and regulating irrigation infrastructure and water resources across the Indian state of Punjab.
  • D. Punjab Agricultural University
    Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
  • E. Agriculture Department Khyber Pakhtunkhwa
    The Agriculture Department Khyber Pakhtunkhwa is a provincial government body in Pakistan responsible for formulating and implementing policies, programs, and services to support agricultural development and farmers in the Khyber Pakhtunkhwa region.
  • F. None of above. chosen

Provenance (2 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.
Created at: April 10, 2026, 11:48 a.m.