Triple
T4738406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muslim League (Pakistan) |
E105179
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Ayub Khuhro
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.
|
E477769
|
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: Ayub Khuhro | Statement: [Muslim League (Pakistan), notableMember, Ayub Khuhro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayub Khuhro Context triple: [Muslim League (Pakistan), notableMember, Ayub Khuhro]
-
A.
Shaukat Ali
Shaukat Ali was a prominent Indian Muslim nationalist leader and activist best known for his role in the Khilafat Movement alongside his brother Mohammad Ali Jauhar.
-
B.
Chaudhry Muhammad Ali
Chaudhry Muhammad Ali was a Pakistani statesman and civil servant who served as the country's fourth prime minister and played a key role in framing its early constitutional and financial policies.
-
C.
Ghulam Qadir
Ghulam Qadir was an 18th-century Rohilla chieftain notorious for his brutal treatment of the Mughal emperor Shah Alam II and his role in the empire’s violent decline.
-
D.
Chaudhry Khaliquzzaman
Chaudhry Khaliquzzaman was a prominent Indian Muslim politician and lawyer who played a key role in the Pakistan Movement and later served in important political positions in Pakistan.
-
E.
Abdul Salam Arif
Abdul Salam Arif was an Iraqi military officer and nationalist politician who served as President of Iraq in the 1960s after helping lead the 1958 revolution that overthrew the monarchy.
- 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: Ayub Khuhro Triple: [Muslim League (Pakistan), notableMember, Ayub Khuhro]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayub Khuhro Target entity description: 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.
-
A.
Shaukat Ali
Shaukat Ali was a prominent Indian Muslim nationalist leader and activist best known for his role in the Khilafat Movement alongside his brother Mohammad Ali Jauhar.
-
B.
Chaudhry Muhammad Ali
Chaudhry Muhammad Ali was a Pakistani statesman and civil servant who served as the country's fourth prime minister and played a key role in framing its early constitutional and financial policies.
-
C.
Ghulam Qadir
Ghulam Qadir was an 18th-century Rohilla chieftain notorious for his brutal treatment of the Mughal emperor Shah Alam II and his role in the empire’s violent decline.
-
D.
Chaudhry Khaliquzzaman
Chaudhry Khaliquzzaman was a prominent Indian Muslim politician and lawyer who played a key role in the Pakistan Movement and later served in important political positions in Pakistan.
-
E.
Abdul Salam Arif
Abdul Salam Arif was an Iraqi military officer and nationalist politician who served as President of Iraq in the 1960s after helping lead the 1958 revolution that overthrew the monarchy.
- 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_69bd43ef87a48190a5bc3600711aa032 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6485d690819098dc4a974516da6b |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6f979ca88190bc0128812329cb24 |
completed | March 21, 2026, 10:14 a.m. |
| NEDg | Description generation | batch_69be702fe55481908224972344213a56 |
completed | March 21, 2026, 10:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7097c2a0819082229acd3d6f99ca |
completed | March 21, 2026, 10:19 a.m. |
Created at: March 20, 2026, 1:19 p.m.