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.