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.