Triple
T14548600
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Six Construct |
E341353
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | BESIX Group Middle East operations |
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 Group Middle East operations | Statement: [Six Construct, affiliation, BESIX Group Middle East operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BESIX Group Middle East operations Context triple: [Six Construct, affiliation, BESIX Group Middle East operations]
-
A.
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.
-
B.
Saudi Binladin Group
Saudi Binladin Group is a major Saudi construction conglomerate known for its large-scale infrastructure and religious site development projects across Saudi Arabia and the broader Middle East.
-
C.
BESIX
chosen
BESIX is a major Belgian construction and engineering company known for delivering large-scale, high-profile projects worldwide.
-
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.
Orascom Construction Industries
Orascom Construction Industries is a leading Egyptian engineering and construction company with major operations in infrastructure, industrial, and commercial projects across the Middle East and beyond.
- 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_69fd7a6344b08190a3c1124c6dd7da96 |
completed | May 8, 2026, 5:53 a.m. |
Created at: April 10, 2026, 1:23 a.m.