Triple
T8081015
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bushra al-Assad |
E188614
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Assef Shawkat
Assef Shawkat was a high-ranking Syrian military and intelligence official, influential within President Bashar al-Assad’s inner circle until his death in 2012.
|
E711054
|
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: Assef Shawkat | Statement: [Bushra al-Assad, spouse, Assef Shawkat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assef Shawkat Context triple: [Bushra al-Assad, spouse, Assef Shawkat]
-
A.
Mohammad Qasim Fahim
Mohammad Qasim Fahim was an influential Afghan military commander and politician who served as a key leader of the anti-Taliban resistance and later as Afghanistan’s vice president and defense minister.
-
B.
Akhtar Mansour
Akhtar Mansour was a senior Afghan Taliban commander who became the group's de facto leader after Mullah Omar and was killed in a 2016 U.S. drone strike in Pakistan.
-
C.
Fayez Rashid
Fayez Rashid is a Palestinian physician and writer known in part for being married to prominent Palestinian militant and activist Leila Khaled.
-
D.
Awn Shawkat Al-Khasawneh
Awn Shawkat Al-Khasawneh is a Jordanian jurist and politician who has served as both a senior judge on the International Court of Justice and as Jordan’s prime minister.
-
E.
Jamal al-Badawi
Jamal al-Badawi was a Yemeni al-Qaeda operative widely known for his role in planning and executing the 2000 bombing of the USS Cole.
- 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: Assef Shawkat Triple: [Bushra al-Assad, spouse, Assef Shawkat]
Generated description
Assef Shawkat was a high-ranking Syrian military and intelligence official, influential within President Bashar al-Assad’s inner circle until his death in 2012.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assef Shawkat Target entity description: Assef Shawkat was a high-ranking Syrian military and intelligence official, influential within President Bashar al-Assad’s inner circle until his death in 2012.
-
A.
Mohammad Qasim Fahim
Mohammad Qasim Fahim was an influential Afghan military commander and politician who served as a key leader of the anti-Taliban resistance and later as Afghanistan’s vice president and defense minister.
-
B.
Akhtar Mansour
Akhtar Mansour was a senior Afghan Taliban commander who became the group's de facto leader after Mullah Omar and was killed in a 2016 U.S. drone strike in Pakistan.
-
C.
Fayez Rashid
Fayez Rashid is a Palestinian physician and writer known in part for being married to prominent Palestinian militant and activist Leila Khaled.
-
D.
Awn Shawkat Al-Khasawneh
Awn Shawkat Al-Khasawneh is a Jordanian jurist and politician who has served as both a senior judge on the International Court of Justice and as Jordan’s prime minister.
-
E.
Jamal al-Badawi
Jamal al-Badawi was a Yemeni al-Qaeda operative widely known for his role in planning and executing the 2000 bombing of the USS Cole.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40a504d48190ace96e814d99b182 |
completed | March 31, 2026, 3:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63fba1148190b8d0f04faa5330a1 |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651e3b4c81908408c9f08eca8e09 |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc694d861c8190b504352c1fad2c36 |
completed | April 1, 2026, 12:39 a.m. |
Created at: March 30, 2026, 5:28 p.m.