Triple
T7805280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Imran Khan |
E180532
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Shaukat Khanum
Shaukat Khanum was the mother of Pakistani cricketer-turned-politician Imran Khan, in whose memory he later founded the Shaukat Khanum Memorial Cancer Hospital & Research Centre.
|
E698383
|
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: Shaukat Khanum | Statement: [Imran Khan, mother, Shaukat Khanum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaukat Khanum Context triple: [Imran Khan, mother, Shaukat Khanum]
-
A.
Gulrukh Begum
Gulrukh Begum was a queen consort of the Durrani Empire as the wife of Afghan ruler Shuja Shah Durrani.
-
B.
Bushra Bibi
Bushra Bibi is a Pakistani spiritual figure and the wife of former Prime Minister Imran Khan, known for her influence and prominence in Pakistan’s political and social spheres.
-
C.
Khanzada Begum
Khanzada Begum was a Timurid princess and elder sister of Mughal emperor Babur, noted for her political marriages and influential role in early Mughal diplomacy.
-
D.
Zulaikha Begum
Zulaikha Begum was the mother of Maulana Abul Kalam Azad, the prominent Indian freedom fighter, Islamic scholar, and first Minister of Education of independent India.
-
E.
Kandahari Begum
Kandahari Begum was a Mughal princess and the first wife of Emperor Shah Jahan, known for her Timurid lineage and political significance in the Mughal court.
- 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: Shaukat Khanum Triple: [Imran Khan, mother, Shaukat Khanum]
Generated description
Shaukat Khanum was the mother of Pakistani cricketer-turned-politician Imran Khan, in whose memory he later founded the Shaukat Khanum Memorial Cancer Hospital & Research Centre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaukat Khanum Target entity description: Shaukat Khanum was the mother of Pakistani cricketer-turned-politician Imran Khan, in whose memory he later founded the Shaukat Khanum Memorial Cancer Hospital & Research Centre.
-
A.
Gulrukh Begum
Gulrukh Begum was a queen consort of the Durrani Empire as the wife of Afghan ruler Shuja Shah Durrani.
-
B.
Bushra Bibi
Bushra Bibi is a Pakistani spiritual figure and the wife of former Prime Minister Imran Khan, known for her influence and prominence in Pakistan’s political and social spheres.
-
C.
Khanzada Begum
Khanzada Begum was a Timurid princess and elder sister of Mughal emperor Babur, noted for her political marriages and influential role in early Mughal diplomacy.
-
D.
Zulaikha Begum
Zulaikha Begum was the mother of Maulana Abul Kalam Azad, the prominent Indian freedom fighter, Islamic scholar, and first Minister of Education of independent India.
-
E.
Kandahari Begum
Kandahari Begum was a Mughal princess and the first wife of Emperor Shah Jahan, known for her Timurid lineage and political significance in the Mughal court.
- 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_69ca827e50cc8190a92a733577184938 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf63838b88190a085756db9ca25c4 |
completed | March 30, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a3bd2e481908e3d3906755b5b7a |
completed | March 31, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb764973f88190964f91ee7e3fdc06 |
completed | March 31, 2026, 7:22 a.m. |
Created at: March 30, 2026, 4:35 p.m.