Triple
T6396533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mohammad Ayub Khan |
E143955
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
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.
|
E590221
|
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: Gohar Ayub Khan | Statement: [Mohammad Ayub Khan, child, Gohar Ayub Khan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gohar Ayub Khan Context triple: [Mohammad Ayub Khan, child, Gohar Ayub Khan]
-
A.
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.
-
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.
Muhammad Azam
Muhammad Azam, better known as Azam Shah, was a Mughal prince who briefly ruled as emperor of the Mughal Empire in the early 18th century.
-
D.
Shah Nawaz Khan
Shah Nawaz Khan was an Indian freedom fighter and military officer best known for his leadership role in the Indian National Army and his subsequent prominence in post-independence Indian public life.
-
E.
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.
- 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: Gohar Ayub Khan Triple: [Mohammad Ayub Khan, child, Gohar Ayub Khan]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gohar Ayub Khan Target entity description: 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.
-
A.
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.
-
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.
Muhammad Azam
Muhammad Azam, better known as Azam Shah, was a Mughal prince who briefly ruled as emperor of the Mughal Empire in the early 18th century.
-
D.
Shah Nawaz Khan
Shah Nawaz Khan was an Indian freedom fighter and military officer best known for his leadership role in the Indian National Army and his subsequent prominence in post-independence Indian public life.
-
E.
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.
- 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_69c008db906c819096f3597d55d95432 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c068953968819083a94f5de3e11819 |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c63897a5408190b6aada0e5c67fe27 |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63a780e948190b61e42d31f2276ac |
completed | March 27, 2026, 8:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63b1c559c8190b9ab541193df48bb |
completed | March 27, 2026, 8:09 a.m. |
Created at: March 22, 2026, 4:35 p.m.