Triple

T17992984
Position Surface form Disambiguated ID Type / Status
Subject Majeed Amjad E430422 entity
Predicate employer P7 FINISHED
Object Food Department of Punjab
The Food Department of Punjab is a governmental body responsible for regulating, procuring, and managing food supplies and grain distribution in the Punjab province of Pakistan.
 E456126 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: Food Department of Punjab | Statement: [Majeed Amjad, employer, Food Department of Punjab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Food Department of Punjab
Context triple: [Majeed Amjad, employer, Food Department of 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. Department of Industries and Commerce, Punjab
    The Department of Industries and Commerce, Punjab is the state government agency responsible for formulating and implementing policies to promote industrial development, trade, and investment in the Indian state of Punjab.
  • C. 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.
  • D. Government of Punjab, Pakistan
    The Government of Punjab, Pakistan is the provincial governing authority responsible for administering the Punjab province, including its legislative, executive, and public service functions.
  • E. Department of Finance, Punjab
    The Department of Finance, Punjab is the state government ministry responsible for managing Punjab’s public finances, including budgeting, expenditure control, and fiscal policy.
  • 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: Food Department of Punjab
Triple: [Majeed Amjad, employer, Food Department of Punjab]
Generated description
The Food Department of Punjab is a governmental body responsible for regulating, procuring, and managing food supplies and grain distribution in the Punjab province of Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Food Department of Punjab
Target entity description: The Food Department of Punjab is a governmental body responsible for regulating, procuring, and managing food supplies and grain distribution in the Punjab province of Pakistan.
  • 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. Department of Industries and Commerce, Punjab
    The Department of Industries and Commerce, Punjab is the state government agency responsible for formulating and implementing policies to promote industrial development, trade, and investment in the Indian state of Punjab.
  • C. 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.
  • D. Government of Punjab, Pakistan chosen
    The Government of Punjab, Pakistan is the provincial governing authority responsible for administering the Punjab province, including its legislative, executive, and public service functions.
  • E. Department of Finance, Punjab
    The Department of Finance, Punjab is the state government ministry responsible for managing Punjab’s public finances, including budgeting, expenditure control, and fiscal policy.
  • F. None of above.

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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b2a0f8588190b6090c7cce60a35f completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337ae62588190b1a6464fb703cc8f completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca6a2608190a391694153070cc8 completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033d6bf3f48190ac141febc04608f6 completed May 12, 2026, 2:47 p.m.
Created at: April 10, 2026, 10:23 a.m.