Triple

T4281615
Position Surface form Disambiguated ID Type / Status
Subject Ernst B. Haas E97162 entity
Predicate fullName P16 FINISHED
Object Ernst Bernard Haas
Ernst Bernard Haas was a prominent political scientist known for his pioneering work on regional integration and the theory of neofunctionalism, particularly in the context of European integration.
 E426240 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: Ernst Bernard Haas | Statement: [Ernst B. Haas, fullName, Ernst Bernard Haas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ernst Bernard Haas
Context triple: [Ernst B. Haas, fullName, Ernst Bernard Haas]
  • A. Ernst Haas
    Ernst Haas was an influential Austrian-American photographer celebrated as a pioneer of color photojournalism and a longtime member of the Magnum Photos agency.
  • B. John Vachon
    John Vachon was an American photographer best known for his poignant documentary images of rural and small-town life during the Great Depression and World War II.
  • C. Carl Behrens
    Carl Behrens is a person notable enough to be recognized as a significant bearer of the surname Behrens.
  • D. Walter Fuller
    Walter Fuller was a British-born journalist, editor, and political activist known for his work in progressive and pacifist causes in the early 20th century.
  • E. Alfred Eisenstaedt
    Alfred Eisenstaedt was a renowned German-born American photojournalist best known for his iconic candid images for Life magazine, including the famous Times Square V-J Day kiss photograph.
  • 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: Ernst Bernard Haas
Triple: [Ernst B. Haas, fullName, Ernst Bernard Haas]
Generated description
Ernst Bernard Haas was a prominent political scientist known for his pioneering work on regional integration and the theory of neofunctionalism, particularly in the context of European integration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ernst Bernard Haas
Target entity description: Ernst Bernard Haas was a prominent political scientist known for his pioneering work on regional integration and the theory of neofunctionalism, particularly in the context of European integration.
  • A. Ernst Haas
    Ernst Haas was an influential Austrian-American photographer celebrated as a pioneer of color photojournalism and a longtime member of the Magnum Photos agency.
  • B. John Vachon
    John Vachon was an American photographer best known for his poignant documentary images of rural and small-town life during the Great Depression and World War II.
  • C. Carl Behrens
    Carl Behrens is a person notable enough to be recognized as a significant bearer of the surname Behrens.
  • D. Walter Fuller
    Walter Fuller was a British-born journalist, editor, and political activist known for his work in progressive and pacifist causes in the early 20th century.
  • E. Alfred Eisenstaedt
    Alfred Eisenstaedt was a renowned German-born American photojournalist best known for his iconic candid images for Life magazine, including the famous Times Square V-J Day kiss photograph.
  • 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3503938f481909505e0a322dd2b6c completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7bb0168819082a49347fdfe0997 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b88fc3c08190acc376d3c3ccd147 completed March 14, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8eada308190809db5c4ff7eeac6 completed March 14, 2026, 7:37 p.m.
Created at: March 12, 2026, 11:07 p.m.