Triple
T7651503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bengt Holmström |
E173262
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object |
Bengt Robert Holmström
Bengt Robert Holmström is a Finnish economist and Nobel laureate renowned for his foundational contributions to contract theory and the economics of incentives.
|
E680263
|
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: Bengt Robert Holmström | Statement: [Bengt Holmström, name, Bengt Robert Holmström]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bengt Robert Holmström Context triple: [Bengt Holmström, name, Bengt Robert Holmström]
-
A.
John Holmstrom
John Holmstrom is an American cartoonist and punk magazine editor best known for his influential artwork in the 1970s New York punk scene, including iconic Ramones album covers.
-
B.
Kjell A. Nordström
Kjell A. Nordström is a Swedish economist, author, and management thinker known for his influential work on globalization, corporate strategy, and the future of business.
-
C.
P.O. Enquist
P.O. Enquist was a renowned Swedish author and playwright known for his psychologically rich historical novels and major contributions to contemporary Scandinavian literature.
-
D.
Carl-Henrik Heldin
Carl-Henrik Heldin is a Swedish molecular biologist renowned for his research on cell growth and cancer, particularly involving platelet-derived growth factor (PDGF), and for his leadership roles in major scientific institutions.
-
E.
Dale T. Mortensen
Dale T. Mortensen was an American economist and Nobel laureate renowned for his pioneering work on search and matching theory in labor economics.
- 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: Bengt Robert Holmström Triple: [Bengt Holmström, name, Bengt Robert Holmström]
Generated description
Bengt Robert Holmström is a Finnish economist and Nobel laureate renowned for his foundational contributions to contract theory and the economics of incentives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bengt Robert Holmström Target entity description: Bengt Robert Holmström is a Finnish economist and Nobel laureate renowned for his foundational contributions to contract theory and the economics of incentives.
-
A.
John Holmstrom
John Holmstrom is an American cartoonist and punk magazine editor best known for his influential artwork in the 1970s New York punk scene, including iconic Ramones album covers.
-
B.
Kjell A. Nordström
Kjell A. Nordström is a Swedish economist, author, and management thinker known for his influential work on globalization, corporate strategy, and the future of business.
-
C.
P.O. Enquist
P.O. Enquist was a renowned Swedish author and playwright known for his psychologically rich historical novels and major contributions to contemporary Scandinavian literature.
-
D.
Carl-Henrik Heldin
Carl-Henrik Heldin is a Swedish molecular biologist renowned for his research on cell growth and cancer, particularly involving platelet-derived growth factor (PDGF), and for his leadership roles in major scientific institutions.
-
E.
Dale T. Mortensen
Dale T. Mortensen was an American economist and Nobel laureate renowned for his pioneering work on search and matching theory in labor economics.
- 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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701770ac881909452348c9547ab47 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89aeb66c081909f3a3d6385637c25 |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89ed393648190a32cf9267968faf5 |
completed | March 29, 2026, 3:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89f35a7488190a6a9bc3d10bedd5a |
completed | March 29, 2026, 3:40 a.m. |
Created at: March 27, 2026, 3:58 p.m.