Triple
T19880990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayub Khuhro |
E477769
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Ayub Khuhro |
—
|
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: Ayub Khuhro | Statement: [Ayub Khuhro, name, Ayub Khuhro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayub Khuhro Context triple: [Ayub Khuhro, name, Ayub Khuhro]
-
A.
Ayub Khuhro
chosen
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.
Farooq Sattar
Farooq Sattar is a Pakistani politician and senior leader of the Muttahida Qaumi Movement (MQM), known for his long-standing role in Karachi’s urban politics and national parliamentary affairs.
-
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.
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.
-
E.
Ayub Khan
Ayub Khan was an Afghan prince and military leader best known for his role in the Second Anglo-Afghan War, particularly his temporary victory over British forces at the Battle of Maiwand.
- 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_69d8e51f32b08190b3687f4f60353250 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e658de4b288190a41bee67f570be1e |
completed | April 20, 2026, 4:48 p.m. |
Created at: April 10, 2026, 1:52 p.m.