Triple
T22262029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DL E&C |
E550249
|
entity |
| Predicate | competesWith |
P1375
|
FINISHED |
| Object | GS Engineering & Construction |
—
|
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: GS Engineering & Construction | Statement: [DL E&C, competesWith, GS Engineering & Construction]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GS Engineering & Construction Context triple: [DL E&C, competesWith, GS Engineering & Construction]
-
A.
Jacobs Engineering Group
Jacobs Engineering Group is a global professional services firm specializing in engineering, design, and construction management across infrastructure, aerospace, environmental, and industrial sectors.
-
B.
Marsh Engineering Company
Marsh Engineering Company was an American civil engineering and bridge design firm known for creating notable early 20th-century concrete and steel bridges, including the Henley Street Bridge in Knoxville, Tennessee.
-
C.
Gilbane Building Company
Gilbane Building Company is a large, family-owned American construction and real estate development firm known for managing major commercial, institutional, and sports facility projects.
-
D.
Kiewit Constructors
Kiewit Constructors is a major North American construction and engineering contractor known for delivering large-scale infrastructure and transportation projects.
-
E.
Target Engineering Construction Company
Target Engineering Construction Company is a UAE-based engineering and construction firm known for providing specialized services to the oil, gas, and energy sectors in the Middle East.
- 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: GS Engineering & Construction Target entity description: GS Engineering & Construction is a major South Korean construction and engineering company involved in large-scale infrastructure, civil engineering, and industrial projects domestically and overseas.
-
A.
Jacobs Engineering Group
Jacobs Engineering Group is a global professional services firm specializing in engineering, design, and construction management across infrastructure, aerospace, environmental, and industrial sectors.
-
B.
Marsh Engineering Company
Marsh Engineering Company was an American civil engineering and bridge design firm known for creating notable early 20th-century concrete and steel bridges, including the Henley Street Bridge in Knoxville, Tennessee.
-
C.
Gilbane Building Company
Gilbane Building Company is a large, family-owned American construction and real estate development firm known for managing major commercial, institutional, and sports facility projects.
-
D.
Kiewit Constructors
Kiewit Constructors is a major North American construction and engineering contractor known for delivering large-scale infrastructure and transportation projects.
-
E.
Target Engineering Construction Company
Target Engineering Construction Company is a UAE-based engineering and construction firm known for providing specialized services to the oil, gas, and energy sectors in the Middle East.
- 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_69e11e42adb8819087714772ea606709 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f141b87de0819088b7553406343068 |
completed | April 28, 2026, 11:24 p.m. |
Created at: April 16, 2026, 8:39 p.m.