Triple
T5942330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ole Singstad |
E132195
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Ole Singstad and Associates
Ole Singstad and Associates was an engineering consulting firm founded by tunnel engineer Ole Singstad, known for its work on major underwater vehicular tunnels and related infrastructure projects.
|
E557069
|
NE FINISHED |
How this triple was built (4 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: Ole Singstad and Associates | Statement: [Ole Singstad, employer, Ole Singstad and Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ole Singstad and Associates Context triple: [Ole Singstad, employer, Ole Singstad and Associates]
-
A.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
B.
Halvorson and Partners
Halvorson and Partners is a structural engineering firm known for its work on prominent high-rise buildings and complex structural projects.
-
C.
Odell Associates
Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
-
D.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
E.
Magnusson Klemencic Associates
Magnusson Klemencic Associates is a prominent structural and civil engineering firm known for its innovative design of complex buildings and performance venues worldwide.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ole Singstad and Associates Triple: [Ole Singstad, employer, Ole Singstad and Associates]
Generated description
Ole Singstad and Associates was an engineering consulting firm founded by tunnel engineer Ole Singstad, known for its work on major underwater vehicular tunnels and related infrastructure projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ole Singstad and Associates Target entity description: Ole Singstad and Associates was an engineering consulting firm founded by tunnel engineer Ole Singstad, known for its work on major underwater vehicular tunnels and related infrastructure projects.
-
A.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
B.
Halvorson and Partners
Halvorson and Partners is a structural engineering firm known for its work on prominent high-rise buildings and complex structural projects.
-
C.
Odell Associates
Odell Associates is an American architecture firm known for designing major sports and entertainment venues, including the Spectrum Center in Charlotte, North Carolina.
-
D.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
E.
Magnusson Klemencic Associates
Magnusson Klemencic Associates is a prominent structural and civil engineering firm known for its innovative design of complex buildings and performance venues worldwide.
- F. None of above. chosen
Provenance (5 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_69c00869d3308190af89b2453e0f7546 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c039346a7c81908d94081b666e1d79 |
completed | March 22, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c07f9ab081909fe7727837fa7f7a |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c1bf78908190933360b1099b1444 |
completed | March 23, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c240c3ac8190895c621c3d326bfd |
completed | March 23, 2026, 4:32 a.m. |
Created at: March 22, 2026, 4:01 p.m.