Triple
T6409812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ha-Joon Chang |
E127674
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object |
Alexander Gerschenkron
Alexander Gerschenkron was a 20th-century economic historian best known for his theory of economic backwardness and his influential analyses of industrialization and late development in Europe.
|
E590705
|
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: Alexander Gerschenkron | Statement: [Ha-Joon Chang, influencedBy, Alexander Gerschenkron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alexander Gerschenkron Context triple: [Ha-Joon Chang, influencedBy, Alexander Gerschenkron]
-
A.
Carlos Kotkin
Carlos Kotkin is an American screenwriter and author best known for his work on animated family films and humorous personal storytelling.
-
B.
Carl Schorske
Carl Schorske was an influential American cultural and intellectual historian best known for his Pulitzer Prize–winning work on fin-de-siècle Vienna and the development of modern European thought.
-
C.
Richard N. Frye
Richard N. Frye was an American historian and leading scholar of Iranian and Central Asian studies, renowned for his work on the history and culture of Persia and the broader Iranian world.
-
D.
Alexander Goldenweiser
Alexander Goldenweiser was a prominent Russian pianist, teacher, and composer of the late Romantic and early Soviet era, known for his influential pedagogy and long association with the Moscow musical scene.
-
E.
Jean Starobinski
Jean Starobinski was a prominent Swiss literary critic, historian of ideas, and physician known for his influential studies of Enlightenment thought and the history of melancholy.
- 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: Alexander Gerschenkron Triple: [Ha-Joon Chang, influencedBy, Alexander Gerschenkron]
Generated description
Alexander Gerschenkron was a 20th-century economic historian best known for his theory of economic backwardness and his influential analyses of industrialization and late development in Europe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alexander Gerschenkron Target entity description: Alexander Gerschenkron was a 20th-century economic historian best known for his theory of economic backwardness and his influential analyses of industrialization and late development in Europe.
-
A.
Carlos Kotkin
Carlos Kotkin is an American screenwriter and author best known for his work on animated family films and humorous personal storytelling.
-
B.
Carl Schorske
Carl Schorske was an influential American cultural and intellectual historian best known for his Pulitzer Prize–winning work on fin-de-siècle Vienna and the development of modern European thought.
-
C.
Richard N. Frye
Richard N. Frye was an American historian and leading scholar of Iranian and Central Asian studies, renowned for his work on the history and culture of Persia and the broader Iranian world.
-
D.
Alexander Goldenweiser
Alexander Goldenweiser was a prominent Russian pianist, teacher, and composer of the late Romantic and early Soviet era, known for his influential pedagogy and long association with the Moscow musical scene.
-
E.
Jean Starobinski
Jean Starobinski was a prominent Swiss literary critic, historian of ideas, and physician known for his influential studies of Enlightenment thought and the history of melancholy.
- 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068cf81508190bc09e58ec45bc858 |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638b7582481909640965acf261dff |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63b74688881909bb41db1ec89daf6 |
completed | March 27, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63be025c88190b24cf4168b8194a0 |
completed | March 27, 2026, 8:12 a.m. |
Created at: March 22, 2026, 4:41 p.m.