Triple
T14548392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riad Burhan Kamal |
E341347
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object | Arabtec |
E68558
|
NE FINISHED |
How this triple was built (2 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: Arabtec | Statement: [Riad Burhan Kamal, founderOf, Arabtec]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arabtec Context triple: [Riad Burhan Kamal, founderOf, Arabtec]
-
A.
Arabtec
chosen
Arabtec is a major United Arab Emirates–based construction company known for building landmark projects, including some of the world’s tallest and most iconic skyscrapers.
-
B.
Arabian Construction Company
Arabian Construction Company is a major Middle Eastern construction firm known for delivering large-scale, high-profile commercial and infrastructure projects across the region.
-
C.
Al Habtoor Engineering
Al Habtoor Engineering is a major UAE-based construction company known for delivering large-scale, high-profile projects in Dubai and the wider region.
-
D.
Ittefaq Group
Ittefaq Group is a major Pakistani industrial conglomerate, best known for its steel and engineering businesses and its association with the Sharif family.
-
E.
Talaat Moustafa Group
Talaat Moustafa Group is a leading Egyptian real estate development company known for building large-scale residential and mixed-use communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2ed2b4c8190945bd26531c71f1f |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab5d50881908f53f8b7539c6fde |
completed | May 8, 2026, 7:03 a.m. |
Created at: April 10, 2026, 1:23 a.m.