Triple
T18209174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vladimir Shukhov |
E435983
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Bari construction company |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bari construction company | Statement: [Vladimir Shukhov, employer, Bari construction company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bari construction company Context triple: [Vladimir Shukhov, employer, Bari construction company]
-
A.
Vinci Construction
Vinci Construction is a major global construction and civil engineering company specializing in large-scale infrastructure and building projects.
-
B.
Akfen Construction
Akfen Construction is a Turkish construction and infrastructure company that operates as a key subsidiary of the diversified investment group Akfen Holding.
-
C.
BAM Construction
BAM Construction is a major UK-based construction and civil engineering company known for delivering large-scale commercial, public, and infrastructure projects.
-
D.
Walsh Construction Company
Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
-
E.
King Construction
King Construction is a construction company established by entrepreneur Steve King.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bari construction company Target entity description: Bari construction company was a prominent Russian engineering and construction firm known for employing pioneering engineer Vladimir Shukhov and participating in major industrial and infrastructural projects in the late 19th and early 20th centuries.
-
A.
Vinci Construction
Vinci Construction is a major global construction and civil engineering company specializing in large-scale infrastructure and building projects.
-
B.
Akfen Construction
Akfen Construction is a Turkish construction and infrastructure company that operates as a key subsidiary of the diversified investment group Akfen Holding.
-
C.
BAM Construction
BAM Construction is a major UK-based construction and civil engineering company known for delivering large-scale commercial, public, and infrastructure projects.
-
D.
Walsh Construction Company
Walsh Construction Company is a major American general contracting and construction management firm known for large-scale infrastructure and building projects.
-
E.
King Construction
King Construction is a construction company established by entrepreneur Steve King.
- F. None of above. chosen
Provenance (2 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e2276d7c8190883fa3f6f7b81133 |
completed | April 19, 2026, 2:09 p.m. |
Created at: April 10, 2026, 10:32 a.m.