Triple
T3267446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BESIX |
E68559
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | BESIX Middle East |
E68559
|
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: BESIX Middle East | Statement: [BESIX, hasDivision, BESIX Middle East]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BESIX Middle East Context triple: [BESIX, hasDivision, BESIX Middle East]
-
A.
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.
-
B.
Al-Shoula consortium
Al-Shoula consortium is a multinational group of Spanish and Saudi companies responsible for building and operating Saudi Arabia’s Haramain high-speed railway between Mecca and Medina.
-
C.
Arabtec
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.
-
D.
BESIX
chosen
BESIX is a major Belgian construction and engineering company known for delivering large-scale, high-profile projects worldwide.
-
E.
Dubai Holding
Dubai Holding is a global investment conglomerate based in Dubai, active across sectors such as real estate, hospitality, telecommunications, and financial services, and playing a major role in the emirate’s economic development.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafcf9c6c819092f9c618b778b46d |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ef261ec819091c62620765e2cef |
completed | March 12, 2026, 10:01 a.m. |
Created at: March 8, 2026, 3:09 p.m.