Triple
T7690037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wallenberg family |
E174220
|
entity |
| Predicate | associatedCompany |
P629
|
FINISHED |
| Object |
Stora Enso
Stora Enso is a Finnish-Swedish renewable materials and packaging company and one of the world’s largest producers of paper, pulp, and wood products.
|
E681817
|
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: Stora Enso | Statement: [Wallenberg family, associatedCompany, Stora Enso]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stora Enso Context triple: [Wallenberg family, associatedCompany, Stora Enso]
-
A.
UPM
UPM is the Polytechnic University of Madrid, a leading Spanish public university specializing in engineering, architecture, and technology.
-
B.
International Paper
International Paper is a leading global producer of renewable fiber-based packaging, pulp, and paper products.
-
C.
Georgia-Pacific
Georgia-Pacific is a major American pulp and paper company known for producing tissue, packaging, building products, and related chemicals.
-
D.
Weyerhaeuser Company
Weyerhaeuser Company is a major American timberland and forest products company, historically one of the world’s largest private owners of softwood timber.
-
E.
Crown Zellerbach Corporation
Crown Zellerbach Corporation was a major American pulp and paper company that grew into one of the largest forest products and packaging firms in the United States during the 20th century.
- 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: Stora Enso Triple: [Wallenberg family, associatedCompany, Stora Enso]
Generated description
Stora Enso is a Finnish-Swedish renewable materials and packaging company and one of the world’s largest producers of paper, pulp, and wood products.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stora Enso Target entity description: Stora Enso is a Finnish-Swedish renewable materials and packaging company and one of the world’s largest producers of paper, pulp, and wood products.
-
A.
UPM
UPM is the Polytechnic University of Madrid, a leading Spanish public university specializing in engineering, architecture, and technology.
-
B.
International Paper
International Paper is a leading global producer of renewable fiber-based packaging, pulp, and paper products.
-
C.
Georgia-Pacific
Georgia-Pacific is a major American pulp and paper company known for producing tissue, packaging, building products, and related chemicals.
-
D.
Weyerhaeuser Company
Weyerhaeuser Company is a major American timberland and forest products company, historically one of the world’s largest private owners of softwood timber.
-
E.
Crown Zellerbach Corporation
Crown Zellerbach Corporation was a major American pulp and paper company that grew into one of the largest forest products and packaging firms in the United States during the 20th century.
- 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_69c6995966348190939e6c37ba272c06 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702421dec8190a74f8ade992ca811 |
completed | March 27, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a26686a08190acf66586f6c7592b |
completed | March 29, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69c8a34c93a081908ec3509c3abb3866 |
completed | March 29, 2026, 3:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a3b4e0a88190ad525c83bd03e09f |
completed | March 29, 2026, 3:59 a.m. |
Created at: March 27, 2026, 4:02 p.m.