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.