Triple
T13594215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckscher |
E324772
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Eli Heckscher
Eli Heckscher was a Swedish economist and economic historian best known for co-developing the Heckscher–Ohlin theory of international trade.
|
E1049897
|
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: Eli Heckscher | Statement: [Heckscher, hasNotableBearer, Eli Heckscher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eli Heckscher Context triple: [Heckscher, hasNotableBearer, Eli Heckscher]
-
A.
Gustav Heckscher
Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
-
B.
August Heckscher
August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
-
C.
Max Abramovitz
Max Abramovitz was a prominent American architect known for his modernist designs of major cultural and institutional buildings, including notable performance arts centers and university facilities.
-
D.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
E.
Adolph Lewisohn
Adolph Lewisohn was a German-born American copper magnate and philanthropist known for his major contributions to education, the arts, and public recreation in New York City.
- 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: Eli Heckscher Triple: [Heckscher, hasNotableBearer, Eli Heckscher]
Generated description
Eli Heckscher was a Swedish economist and economic historian best known for co-developing the Heckscher–Ohlin theory of international trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eli Heckscher Target entity description: Eli Heckscher was a Swedish economist and economic historian best known for co-developing the Heckscher–Ohlin theory of international trade.
-
A.
Gustav Heckscher
Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
-
B.
August Heckscher
August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
-
C.
Max Abramovitz
Max Abramovitz was a prominent American architect known for his modernist designs of major cultural and institutional buildings, including notable performance arts centers and university facilities.
-
D.
Ragnar Nurkse
Ragnar Nurkse was an influential Estonian economist known for his work on development economics and the theory of balanced growth in poor countries.
-
E.
Adolph Lewisohn
Adolph Lewisohn was a German-born American copper magnate and philanthropist known for his major contributions to education, the arts, and public recreation in New York City.
- 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_69f779178dc48190bb0de790de30d8b0 |
completed | May 3, 2026, 4:34 p.m. |
Created at: April 9, 2026, 9:49 p.m.