Triple

T18658418
Position Surface form Disambiguated ID Type / Status
Subject Government of Punjab, Pakistan E456126 entity
Predicate hasDepartment P35 FINISHED
Object Punjab Forestry, Wildlife and Fisheries Department — NE NERFINISHED

How this triple was built (2 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 Forestry, Wildlife and Fisheries Department | Statement: [Government of Punjab, Pakistan, hasDepartment, Punjab Forestry, Wildlife and Fisheries Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Punjab Forestry, Wildlife and Fisheries Department
Context triple: [Government of Punjab, Pakistan, hasDepartment, Punjab Forestry, Wildlife and Fisheries Department]
  • A. Wildlife and Parks Department, Government of Punjab chosen
    The Wildlife and Parks Department, Government of Punjab is the provincial government agency responsible for managing wildlife conservation, protected areas, and public zoological and recreational parks across Punjab, Pakistan.
  • B. Pakistan Parks and Wildlife Department
    The Pakistan Parks and Wildlife Department is a governmental agency responsible for managing and conserving protected areas and wildlife resources across Pakistan.
  • C. Wildlife Department of Khyber Pakhtunkhwa
    The Wildlife Department of Khyber Pakhtunkhwa is a provincial government agency in Pakistan responsible for conserving wildlife, managing protected areas, and enforcing environmental protection laws across the Khyber Pakhtunkhwa region.
  • D. Haryana Forest Department
    The Haryana Forest Department is the state government agency responsible for managing, conserving, and protecting forests, wildlife, and related natural resources in the Indian state of Haryana.
  • E. Uttar Pradesh Forest Department
    The Uttar Pradesh Forest Department is the state government agency responsible for managing, conserving, and protecting forests, wildlife, and biodiversity across Uttar Pradesh, India.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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.