Triple
T23297826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Begum Ayub Khan |
E590220
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Ra’ana Liaquat Ali Khan |
—
|
NE NERFINISHED |
How this triple was built (2 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: Ra’ana Liaquat Ali Khan | Statement: [Begum Ayub Khan, precededBy, Ra’ana Liaquat Ali Khan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ra’ana Liaquat Ali Khan Context triple: [Begum Ayub Khan, precededBy, Ra’ana Liaquat Ali Khan]
-
A.
Rana Liaquat Ali Khan
chosen
Rana Liaquat Ali Khan was a prominent Pakistani politician, women's rights activist, and the first First Lady of Pakistan, known for her pioneering role in social and educational reforms.
-
B.
Khan Abdul Qayyum Khan
Khan Abdul Qayyum Khan was a prominent Kashmiri-Pakistani politician and lawyer who played a key role in early Pakistani politics, including leadership roles in Khyber Pakhtunkhwa and Azad Jammu and Kashmir.
-
C.
Sardar Abdur Rab Nishtar
Sardar Abdur Rab Nishtar was a prominent Muslim League leader, close associate of Muhammad Ali Jinnah, and an important political figure in the Pakistan Movement who later served as Governor of the Punjab.
-
D.
Abdur Rahman Khan Niazi
Abdur Rahman Khan Niazi was a Pakistani civil engineer best known for designing and overseeing the construction of the iconic Minar-e-Pakistan monument in Lahore.
-
E.
Sardar Sikandar Hayat Khan
Sardar Sikandar Hayat Khan was a prominent Kashmiri politician who served multiple terms in top leadership roles in Azad Jammu and Kashmir, including both president and prime minister.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d1c0ecc8190a355aa229f06d0e0 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196d083188190abaae77dd4cf2bae |
completed | April 29, 2026, 5:27 a.m. |
Created at: April 17, 2026, 5:03 p.m.