Triple
T3267373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arabtec |
E68558
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Riad Burhan Kamal
Riad Burhan Kamal is a businessman best known as the founder of Arabtec, one of the Middle East’s largest construction and engineering companies.
|
E341347
|
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: Riad Burhan Kamal | Statement: [Arabtec, foundedBy, Riad Burhan Kamal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riad Burhan Kamal Context triple: [Arabtec, foundedBy, Riad Burhan Kamal]
-
A.
Munir Ahmad Khan
Munir Ahmad Khan was a prominent Pakistani nuclear engineer and physicist who played a central leadership role in developing Pakistan’s nuclear weapons capability.
-
B.
Humayun Ahmed
Humayun Ahmed was a prolific and hugely popular Bangladeshi writer, dramatist, and filmmaker whose novels and television dramas reshaped modern Bengali popular culture.
-
C.
Karim Ahmad Khan
Karim Ahmad Khan is a British barrister and international lawyer who serves as the Chief Prosecutor of the International Criminal Court, known for his work in international criminal and humanitarian law.
-
D.
Mahat M. Ali
Mahat M. Ali is an actor best known for his role in the 2013 biographical thriller film "Captain Phillips."
-
E.
Shafiur Rahman
Shafiur Rahman was a Bengali activist who became one of the early martyrs of the 1952 Language Movement in what was then East Bengal (now Bangladesh), symbolizing the struggle for recognition of the Bengali language.
- 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: Riad Burhan Kamal Triple: [Arabtec, foundedBy, Riad Burhan Kamal]
Generated description
Riad Burhan Kamal is a businessman best known as the founder of Arabtec, one of the Middle East’s largest construction and engineering companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Riad Burhan Kamal Target entity description: Riad Burhan Kamal is a businessman best known as the founder of Arabtec, one of the Middle East’s largest construction and engineering companies.
-
A.
Munir Ahmad Khan
Munir Ahmad Khan was a prominent Pakistani nuclear engineer and physicist who played a central leadership role in developing Pakistan’s nuclear weapons capability.
-
B.
Humayun Ahmed
Humayun Ahmed was a prolific and hugely popular Bangladeshi writer, dramatist, and filmmaker whose novels and television dramas reshaped modern Bengali popular culture.
-
C.
Karim Ahmad Khan
Karim Ahmad Khan is a British barrister and international lawyer who serves as the Chief Prosecutor of the International Criminal Court, known for his work in international criminal and humanitarian law.
-
D.
Mahat M. Ali
Mahat M. Ali is an actor best known for his role in the 2013 biographical thriller film "Captain Phillips."
-
E.
Shafiur Rahman
Shafiur Rahman was a Bengali activist who became one of the early martyrs of the 1952 Language Movement in what was then East Bengal (now Bangladesh), symbolizing the struggle for recognition of the Bengali language.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafce46dc8190a157e4f5012baed5 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ef261ec819091c62620765e2cef |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b28f9efe408190bcb1e16931b2fe62 |
completed | March 12, 2026, 10:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2a8b873b081909bbb5de329e45169 |
completed | March 12, 2026, 11:51 a.m. |
Created at: March 8, 2026, 3:09 p.m.