Triple
T2035765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skanska USA Building Inc. |
E44622
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Skanska USA Commercial Development
Skanska USA Commercial Development is a U.S.-based real estate development arm of Skanska that focuses on planning, building, and managing large-scale commercial properties such as offices and mixed-use projects.
|
E44622
|
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: Skanska USA Commercial Development | Statement: [Skanska USA Building Inc., hasDivision, Skanska USA Commercial Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skanska USA Commercial Development Context triple: [Skanska USA Building Inc., hasDivision, Skanska USA Commercial Development]
-
A.
Skanska USA Building Inc.
Skanska USA Building Inc. is the U.S. construction and development arm of the global Skanska group, known for managing large, complex building projects across the country.
-
B.
Tishman Construction
Tishman Construction is a major American construction management firm known for building prominent high-rise and large-scale commercial projects, particularly in New York City.
-
C.
Skanska AB
Skanska AB is a multinational Swedish construction and project development company known for large-scale infrastructure, commercial, and residential projects worldwide.
-
D.
Trammell Crow Company
Trammell Crow Company is a major American real estate development and investment firm known for developing large-scale commercial properties across the United States.
-
E.
Skanska USA Civil
Skanska USA Civil is a major U.S.-based construction and civil infrastructure company specializing in large-scale transportation, water, and energy projects as part of the global Skanska group.
- 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: Skanska USA Commercial Development Triple: [Skanska USA Building Inc., hasDivision, Skanska USA Commercial Development]
Generated description
Skanska USA Commercial Development is a U.S.-based real estate development arm of Skanska that focuses on planning, building, and managing large-scale commercial properties such as offices and mixed-use projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skanska USA Commercial Development Target entity description: Skanska USA Commercial Development is a U.S.-based real estate development arm of Skanska that focuses on planning, building, and managing large-scale commercial properties such as offices and mixed-use projects.
-
A.
Skanska USA Building Inc.
chosen
Skanska USA Building Inc. is the U.S. construction and development arm of the global Skanska group, known for managing large, complex building projects across the country.
-
B.
Tishman Construction
Tishman Construction is a major American construction management firm known for building prominent high-rise and large-scale commercial projects, particularly in New York City.
-
C.
Skanska AB
Skanska AB is a multinational Swedish construction and project development company known for large-scale infrastructure, commercial, and residential projects worldwide.
-
D.
Trammell Crow Company
Trammell Crow Company is a major American real estate development and investment firm known for developing large-scale commercial properties across the United States.
-
E.
Skanska USA Civil
Skanska USA Civil is a major U.S.-based construction and civil infrastructure company specializing in large-scale transportation, water, and energy projects as part of the global Skanska group.
- F. None of above.
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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb934ff948190acd88d4f587463a4 |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2710f6408190b7feb99efa7ce9bb |
completed | March 9, 2026, 1:49 a.m. |
| NEDg | Description generation | batch_69ae2a45abe4819096505781d6b27bd3 |
completed | March 9, 2026, 2:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2b0e84108190ab2c0f356836a45c |
completed | March 9, 2026, 2:06 a.m. |
Created at: March 4, 2026, 7:39 p.m.