Triple

T20129713
Position Surface form Disambiguated ID Type / Status
Subject Khaliquzzaman E490855 entity
Predicate notableWork P4 FINISHED
Object Pathway to Pakistan
Pathway to Pakistan is a historical and political work by Khaliquzzaman that examines the events and ideas leading to the creation of Pakistan.
E1412517 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: Pathway to Pakistan | Statement: [Khaliquzzaman, notableWork, Pathway to Pakistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pathway to Pakistan
Context triple: [Khaliquzzaman, notableWork, Pathway to Pakistan]
  • A. Islamabad–Peshawar corridor
    The Islamabad–Peshawar corridor is a major transportation route in Pakistan linking the national capital with the provincial capital of Khyber Pakhtunkhwa through a network of highways and motorways.
  • B. Khyber Road
    Khyber Road is a major thoroughfare in Peshawar, Pakistan, historically significant as a key route connecting the city toward the Khyber Pass and Afghanistan.
  • C. Shahrah-e-Pakistan
    Shahrah-e-Pakistan is a major arterial road in Karachi, Pakistan, serving as a key north–south route that connects several important residential and commercial areas.
  • D. Quetta–Kandahar route
    The Quetta–Kandahar route is a key transnational transport corridor linking Pakistan’s city of Quetta with Afghanistan’s city of Kandahar, facilitating regional trade and connectivity.
  • E. Roads to Multan
    Roads to Multan are the key transport routes linking the city of Multan with surrounding districts and regions, facilitating regional trade and travel in southern Punjab, Pakistan.
  • 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: Pathway to Pakistan
Triple: [Khaliquzzaman, notableWork, Pathway to Pakistan]
Generated description
Pathway to Pakistan is a historical and political work by Khaliquzzaman that examines the events and ideas leading to the creation of Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pathway to Pakistan
Target entity description: Pathway to Pakistan is a historical and political work by Khaliquzzaman that examines the events and ideas leading to the creation of Pakistan.
  • A. Islamabad–Peshawar corridor
    The Islamabad–Peshawar corridor is a major transportation route in Pakistan linking the national capital with the provincial capital of Khyber Pakhtunkhwa through a network of highways and motorways.
  • B. Khyber Road
    Khyber Road is a major thoroughfare in Peshawar, Pakistan, historically significant as a key route connecting the city toward the Khyber Pass and Afghanistan.
  • C. Shahrah-e-Pakistan
    Shahrah-e-Pakistan is a major arterial road in Karachi, Pakistan, serving as a key north–south route that connects several important residential and commercial areas.
  • D. Quetta–Kandahar route
    The Quetta–Kandahar route is a key transnational transport corridor linking Pakistan’s city of Quetta with Afghanistan’s city of Kandahar, facilitating regional trade and connectivity.
  • E. Roads to Multan
    Roads to Multan are the key transport routes linking the city of Multan with surrounding districts and regions, facilitating regional trade and travel in southern Punjab, Pakistan.
  • 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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66760b8f08190a66fbb2e9e3925a3 completed April 20, 2026, 5:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082ddbae5481908ee89666afa6296e completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082ed267588190ac209a5f5fcdac16 completed May 16, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_6a082f5360ac8190bdfe653cb48c6ecb completed May 16, 2026, 8:48 a.m.
Created at: April 11, 2026, 11:31 p.m.