Triple
T10167246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | School of International and Public Affairs |
E235236
|
entity |
| Predicate | hasAlumni |
P51
|
FINISHED |
| Object |
Shaukat Aziz
Shaukat Aziz is a Pakistani economist and politician who served as the Prime Minister of Pakistan from 2004 to 2007 after previously holding the position of Finance Minister.
|
E845837
|
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 Aziz | Statement: [School of International and Public Affairs, hasAlumni, Shaukat Aziz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shaukat Aziz Context triple: [School of International and Public Affairs, hasAlumni, Shaukat Aziz]
-
A.
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.
-
B.
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.
-
C.
Zafar Iqbal
Zafar Iqbal is an Islamist militant figure best known as one of the founders of the Pakistan-based extremist organization Lashkar-e-Taiba.
-
D.
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.
-
E.
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.
- 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 Aziz Triple: [School of International and Public Affairs, hasAlumni, Shaukat Aziz]
Generated description
Shaukat Aziz is a Pakistani economist and politician who served as the Prime Minister of Pakistan from 2004 to 2007 after previously holding the position of Finance Minister.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shaukat Aziz Target entity description: Shaukat Aziz is a Pakistani economist and politician who served as the Prime Minister of Pakistan from 2004 to 2007 after previously holding the position of Finance Minister.
-
A.
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.
-
B.
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.
-
C.
Zafar Iqbal
Zafar Iqbal is an Islamist militant figure best known as one of the founders of the Pakistan-based extremist organization Lashkar-e-Taiba.
-
D.
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.
-
E.
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.
- 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_69ca84ceafd0819085828600e11bed6b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec6e016c81909ded2a16b839c405 |
completed | April 2, 2026, 4:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300e06bbc8190a51f872eccac8f40 |
completed | April 6, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69d30255c7408190a56764f3d3f36ee2 |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d30343f4b081909eb80c772f6847bd |
completed | April 6, 2026, 12:50 a.m. |
Created at: March 30, 2026, 9:10 p.m.