Triple
T13594229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckscher–Ohlin model |
E324772
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Bertil Ohlin
Bertil Ohlin was a Swedish economist and Nobel laureate best known for his contributions to international trade theory, particularly the development of the Heckscher–Ohlin model.
|
E1048744
|
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: Bertil Ohlin | Statement: [Heckscher–Ohlin model, namedAfter, Bertil Ohlin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bertil Ohlin Context triple: [Heckscher–Ohlin model, namedAfter, Bertil Ohlin]
-
A.
Bengt Jansson
Bengt Jansson is a Swedish former speedway rider known for competing at international level during the 1960s and 1970s.
-
B.
Gunnar Nordström
Gunnar Nordström was a Finnish theoretical physicist known for his early work on scalar theories of gravitation and contributions to the development of general relativity.
-
C.
Nils-Gustav Hahl
Nils-Gustav Hahl was a Finnish art historian and museum director known for co-founding the influential Finnish design company Artek alongside architect Alvar Aalto and others.
-
D.
Bertil Ohlsson
Bertil Ohlsson is a film producer best known for his work on the acclaimed drama "What's Eating Gilbert Grape."
-
E.
Gunnar Wetterberg
Gunnar Wetterberg is a Swedish historian, author, and former diplomat known for his popular works on Nordic history and biographies of prominent Scandinavian figures.
- 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: Bertil Ohlin Triple: [Heckscher–Ohlin model, namedAfter, Bertil Ohlin]
Generated description
Bertil Ohlin was a Swedish economist and Nobel laureate best known for his contributions to international trade theory, particularly the development of the Heckscher–Ohlin model.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bertil Ohlin Target entity description: Bertil Ohlin was a Swedish economist and Nobel laureate best known for his contributions to international trade theory, particularly the development of the Heckscher–Ohlin model.
-
A.
Bengt Jansson
Bengt Jansson is a Swedish former speedway rider known for competing at international level during the 1960s and 1970s.
-
B.
Gunnar Nordström
Gunnar Nordström was a Finnish theoretical physicist known for his early work on scalar theories of gravitation and contributions to the development of general relativity.
-
C.
Nils-Gustav Hahl
Nils-Gustav Hahl was a Finnish art historian and museum director known for co-founding the influential Finnish design company Artek alongside architect Alvar Aalto and others.
-
D.
Bertil Ohlsson
Bertil Ohlsson is a film producer best known for his work on the acclaimed drama "What's Eating Gilbert Grape."
-
E.
Gunnar Wetterberg
Gunnar Wetterberg is a Swedish historian, author, and former diplomat known for his popular works on Nordic history and biographies of prominent Scandinavian figures.
- 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_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb057f1c881909a3bb77c659a724a |
completed | April 12, 2026, 2:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f76bc762a08190b5d29cef9923da84 |
completed | May 3, 2026, 3:37 p.m. |
| NEDg | Description generation | batch_69f77643b0348190962bf23a9857edbe |
completed | May 3, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f778f01700819099c3e9cbc84f29e4 |
completed | May 3, 2026, 4:33 p.m. |
Created at: April 9, 2026, 9:49 p.m.