Triple

T18658408
Position Surface form Disambiguated ID Type / Status
Subject Government of Punjab, Pakistan E456126 entity
Predicate hasDepartment P35 FINISHED
Object Punjab Communication and Works 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 Communication and Works Department | Statement: [Government of Punjab, Pakistan, hasDepartment, Punjab Communication and Works Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Punjab Communication and Works Department
Context triple: [Government of Punjab, Pakistan, hasDepartment, Punjab Communication and Works Department]
  • A. 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.
  • B. Punjab State Industrial Development Corporation
    Punjab State Industrial Development Corporation is a government-owned agency in Punjab responsible for promoting industrial growth, investment, and infrastructure development in the state.
  • C. Sindh Works and Services Department
    The Sindh Works and Services Department is a provincial government body in Pakistan responsible for planning, constructing, and maintaining public infrastructure such as roads, buildings, and related civil works in Sindh.
  • D. Punjab State Power Corporation Limited
    Punjab State Power Corporation Limited is the government-owned electricity generation and distribution company responsible for managing Punjab’s power infrastructure and supply.
  • E. Punjab Small Industries and Export Corporation
    Punjab Small Industries and Export Corporation is a Punjab government agency that promotes, supports, and facilitates small-scale industries and exports in the state.
  • 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 Communication and Works Department
Target entity description: The Punjab Communication and Works Department is a provincial government body in Pakistan responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings in Punjab.
  • A. 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.
  • B. Punjab State Industrial Development Corporation
    Punjab State Industrial Development Corporation is a government-owned agency in Punjab responsible for promoting industrial growth, investment, and infrastructure development in the state.
  • C. Sindh Works and Services Department
    The Sindh Works and Services Department is a provincial government body in Pakistan responsible for planning, constructing, and maintaining public infrastructure such as roads, buildings, and related civil works in Sindh.
  • D. Punjab State Power Corporation Limited
    Punjab State Power Corporation Limited is the government-owned electricity generation and distribution company responsible for managing Punjab’s power infrastructure and supply.
  • E. Punjab Small Industries and Export Corporation
    Punjab Small Industries and Export Corporation is a Punjab government agency that promotes, supports, and facilitates small-scale industries and exports in the state.
  • 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.