Triple

T13174229
Position Surface form Disambiguated ID Type / Status
Subject Nusrat Bhutto E313057 entity
Predicate alsoKnownAs P39 FINISHED
Object Begum Nusrat Isfahani
Begum Nusrat Isfahani, better known as Nusrat Bhutto, was a prominent Pakistani political figure and the wife of former Prime Minister Zulfikar Ali Bhutto, who played a key role in the Pakistan Peoples Party and the country’s pro-democracy movement.
E1026414 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: Begum Nusrat Isfahani | Statement: [Nusrat Bhutto, alsoKnownAs, Begum Nusrat Isfahani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Begum Nusrat Isfahani
Context triple: [Nusrat Bhutto, alsoKnownAs, Begum Nusrat Isfahani]
  • A. Nusrat Fateh Ali Khan
    Nusrat Fateh Ali Khan was a legendary Pakistani vocalist and composer renowned for popularizing Qawwali music worldwide with his powerful, improvisational singing.
  • B. Umid Bega Begum
    Umid Bega Begum was a Timurid noblewoman known primarily as a wife of Umar Sheikh Mirza II and thus a member of the Mughal imperial family’s ancestral lineage.
  • C. Gauhar Ara Begum
    Gauhar Ara Begum was a Mughal princess, the daughter of Emperor Shah Jahan and his famed consort Mumtaz Mahal, and a member of the imperial family during the empire’s zenith in 17th-century India.
  • D. Asmat Begum
    Asmat Begum was a Mughal noblewoman and relative of Empress Nur Jahan, remembered primarily for her association with the imperial family and her burial in the famed Itmad-ud-Daulah's Tomb in Agra.
  • E. Iqbal Bano
    Iqbal Bano was a renowned Pakistani ghazal and classical singer celebrated for her powerful renditions of Urdu poetry and resistance anthems.
  • 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: Begum Nusrat Isfahani
Triple: [Nusrat Bhutto, alsoKnownAs, Begum Nusrat Isfahani]
Generated description
Begum Nusrat Isfahani, better known as Nusrat Bhutto, was a prominent Pakistani political figure and the wife of former Prime Minister Zulfikar Ali Bhutto, who played a key role in the Pakistan Peoples Party and the country’s pro-democracy movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Begum Nusrat Isfahani
Target entity description: Begum Nusrat Isfahani, better known as Nusrat Bhutto, was a prominent Pakistani political figure and the wife of former Prime Minister Zulfikar Ali Bhutto, who played a key role in the Pakistan Peoples Party and the country’s pro-democracy movement.
  • A. Nusrat Fateh Ali Khan
    Nusrat Fateh Ali Khan was a legendary Pakistani vocalist and composer renowned for popularizing Qawwali music worldwide with his powerful, improvisational singing.
  • B. Umid Bega Begum
    Umid Bega Begum was a Timurid noblewoman known primarily as a wife of Umar Sheikh Mirza II and thus a member of the Mughal imperial family’s ancestral lineage.
  • C. Gauhar Ara Begum
    Gauhar Ara Begum was a Mughal princess, the daughter of Emperor Shah Jahan and his famed consort Mumtaz Mahal, and a member of the imperial family during the empire’s zenith in 17th-century India.
  • D. Asmat Begum
    Asmat Begum was a Mughal noblewoman and relative of Empress Nur Jahan, remembered primarily for her association with the imperial family and her burial in the famed Itmad-ud-Daulah's Tomb in Agra.
  • E. Iqbal Bano
    Iqbal Bano was a renowned Pakistani ghazal and classical singer celebrated for her powerful renditions of Urdu poetry and resistance anthems.
  • 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_69d806ac3ee081909b2fd27d060aa974 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c303e3c819086cf0f0b6d9e61ca completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5e5eacc8190ae39dcdb12c9b563 completed May 3, 2026, 7:14 a.m.
NEDg Description generation batch_69f6f6ba509c8190a99426ba4506d31f completed May 3, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6f812ae048190907b8def6b0d019c completed May 3, 2026, 7:24 a.m.
Created at: April 9, 2026, 9:14 p.m.