Triple

T545233
Position Surface form Disambiguated ID Type / Status
Subject Langston Hughes E12717 entity
Predicate familyName P18 FINISHED
Object Hughes
Hughes is a common English-language surname borne by numerous notable figures in literature, politics, science, and the arts.
E12717 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: Hughes | Statement: [Langston Hughes, familyName, Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hughes
Context triple: [Langston Hughes, familyName, Hughes]
  • A. Langston
    Langston is the given name of Langston Hughes, the influential American poet, social activist, and central figure of the Harlem Renaissance.
  • B. Langston Hughes
    Langston Hughes was a leading poet, novelist, and playwright of the Harlem Renaissance, celebrated for his powerful portrayals of African American life and culture in the 20th century.
  • C. Stevens
    Stevens is a common English-language surname borne by numerous notable individuals across fields such as sports, politics, arts, and academia.
  • D. Vachel Lindsay
    Vachel Lindsay was an influential American poet known for his rhythmic, chant-like verse and performances that helped pioneer modern spoken-word poetry in the early 20th century.
  • E. Clarence Edmonds Hemingway
    Clarence Edmonds Hemingway was an American physician and the father of novelist Ernest Hemingway, known for his influence on Ernest’s early life and interests in nature and outdoor activities.
  • 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: Hughes
Triple: [Langston Hughes, familyName, Hughes]
Generated description
Hughes is a common English-language surname borne by numerous notable figures in literature, politics, science, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hughes
Target entity description: Hughes is a common English-language surname borne by numerous notable figures in literature, politics, science, and the arts.
  • A. Langston
    Langston is the given name of Langston Hughes, the influential American poet, social activist, and central figure of the Harlem Renaissance.
  • B. Langston Hughes chosen
    Langston Hughes was a leading poet, novelist, and playwright of the Harlem Renaissance, celebrated for his powerful portrayals of African American life and culture in the 20th century.
  • C. Stevens
    Stevens is a common English-language surname borne by numerous notable individuals across fields such as sports, politics, arts, and academia.
  • D. Vachel Lindsay
    Vachel Lindsay was an influential American poet known for his rhythmic, chant-like verse and performances that helped pioneer modern spoken-word poetry in the early 20th century.
  • E. Clarence Edmonds Hemingway
    Clarence Edmonds Hemingway was an American physician and the father of novelist Ernest Hemingway, known for his influence on Ernest’s early life and interests in nature and outdoor activities.
  • F. None of above.

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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dfec5c81908b76d723b30dc2f0 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e02e0c1c81908fcb5356dc2b8f97 completed March 2, 2026, 12:56 a.m.
NEDg Description generation batch_69a4e124306c8190bce165e684507553 completed March 2, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69a4e1e73b0c8190b4f050f76f8e58de completed March 2, 2026, 1:03 a.m.
Created at: March 1, 2026, 7:32 p.m.