Triple

T9897225
Position Surface form Disambiguated ID Type / Status
Subject Seventeenth Amendment (Pakistan) E182206 entity
Predicate primeMinisterAtTimeOfEnactment P10725 FINISHED
Object Zafarullah Khan Jamali
Zafarullah Khan Jamali was a Pakistani politician who served as the country’s 15th Prime Minister from 2002 to 2004 under President Pervez Musharraf.
E828282 NE FINISHED

How this triple was built (5 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: Zafarullah Khan Jamali | Statement: [Seventeenth Amendment (Pakistan), primeMinisterAtTimeOfEnactment, Zafarullah Khan Jamali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zafarullah Khan Jamali
Context triple: [Seventeenth Amendment (Pakistan), primeMinisterAtTimeOfEnactment, Zafarullah Khan Jamali]
  • A. Ayub Khuhro
    Ayub Khuhro was a prominent Pakistani politician who served multiple terms as Chief Minister of Sindh and played a key role in the early political development of Pakistan.
  • B. Muhammad Zafarullah
    Muhammad Zafarullah is a notable alumnus of Jahangirnagar University recognized for his professional and academic contributions in Bangladesh.
  • C. Gohar Ayub Khan
    Gohar Ayub Khan is a Pakistani politician and businessman who served in senior government positions, including as Foreign Minister, and is known as the son of former President Field Marshal Mohammad Ayub Khan.
  • D. Muhammad Kam Bakhsh
    Muhammad Kam Bakhsh was the youngest son of the Mughal emperor Aurangzeb (Alamgir I), known for his brief and ultimately unsuccessful bid for power during the empire’s decline.
  • E. Abdul Rab Nishtar
    Abdul Rab Nishtar was a prominent Pakistani politician and independence activist who played a key leadership role in the Pakistan Movement and later served as a federal minister and Governor of the North-West Frontier Province.
  • 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: Zafarullah Khan Jamali
Triple: [Seventeenth Amendment (Pakistan), primeMinisterAtTimeOfEnactment, Zafarullah Khan Jamali]
Generated description
Zafarullah Khan Jamali was a Pakistani politician who served as the country’s 15th Prime Minister from 2002 to 2004 under President Pervez Musharraf.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zafarullah Khan Jamali
Target entity description: Zafarullah Khan Jamali was a Pakistani politician who served as the country’s 15th Prime Minister from 2002 to 2004 under President Pervez Musharraf.
  • A. Ayub Khuhro
    Ayub Khuhro was a prominent Pakistani politician who served multiple terms as Chief Minister of Sindh and played a key role in the early political development of Pakistan.
  • B. Muhammad Zafarullah
    Muhammad Zafarullah is a notable alumnus of Jahangirnagar University recognized for his professional and academic contributions in Bangladesh.
  • C. Gohar Ayub Khan
    Gohar Ayub Khan is a Pakistani politician and businessman who served in senior government positions, including as Foreign Minister, and is known as the son of former President Field Marshal Mohammad Ayub Khan.
  • D. Muhammad Kam Bakhsh
    Muhammad Kam Bakhsh was the youngest son of the Mughal emperor Aurangzeb (Alamgir I), known for his brief and ultimately unsuccessful bid for power during the empire’s decline.
  • E. Abdul Rab Nishtar
    Abdul Rab Nishtar was a prominent Pakistani politician and independence activist who played a key leadership role in the Pakistan Movement and later served as a federal minister and Governor of the North-West Frontier Province.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: primeMinisterAtTimeOfEnactment
Context triple: [Seventeenth Amendment (Pakistan), primeMinisterAtTimeOfEnactment, Zafarullah Khan Jamali]
  • A. primeMinisterAtEnactment chosen
    Indicates that the referenced person was serving as prime minister at the time a particular law, act, or measure was enacted.
  • B. primeMinisterAtStart
    Indicates that the subject was serving as prime minister at the beginning of a specified period or event.
  • C. primeMinisterFrom
    Indicates that a person serves or has served as the prime minister of a specified country, region, or political entity.
  • D. primeMinisterUnder
    Indicates that one person holds the position of prime minister serving under the authority, leadership, or administration of another specified person (such as a head of state or monarch).
  • E. primeMinisterOf
    Indicates that a person holds the office of prime minister as the head of government of a specified country or political entity.
  • F. None of above.

Provenance (6 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4ab15f881909f75a8e01051dbc4 completed April 2, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb1355888190baf9846815801e92 completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1ec31e50081909edfd62308ca4af0 completed April 5, 2026, 4:59 a.m.
NED2 Entity disambiguation (via description) batch_69d1ece816548190825386ad48449df4 completed April 5, 2026, 5:02 a.m.
PD Predicate disambiguation batch_69cd1d872d50819096b7ab166a8decf1 completed April 1, 2026, 1:28 p.m.
Created at: March 30, 2026, 8:40 p.m.