Triple

T545232
Position Surface form Disambiguated ID Type / Status
Subject Langston Hughes E12717 entity
Predicate givenName P17 FINISHED
Object Langston
Langston is the given name of Langston Hughes, the influential American poet, social activist, and central figure of the Harlem Renaissance.
 E68152 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: Langston | Statement: [Langston Hughes, givenName, Langston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langston
Context triple: [Langston Hughes, givenName, Langston]
  • A. Mahalia
    Mahalia is a British R&B and soul singer-songwriter known for her smooth vocals and introspective, relationship-focused lyrics.
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Jean Toomer
    Jean Toomer was an American writer best known for his modernist, genre-blending book "Cane," a landmark work in early 20th-century African American literature.
  • D. Lonnie Lynn
    Lonnie Lynn was an American jazz musician and poet best known as the father of rapper Common and for his spoken-word appearances on his son's albums.
  • E. Florence King
    Florence King was an American novelist, essayist, and columnist known for her sharp wit, conservative commentary, and acerbic reflections on Southern culture and gender.
  • 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: Langston
Triple: [Langston Hughes, givenName, Langston]
Generated description
Langston is the given name of Langston Hughes, the influential American poet, social activist, and central figure of the Harlem Renaissance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langston
Target entity description: Langston is the given name of Langston Hughes, the influential American poet, social activist, and central figure of the Harlem Renaissance.
  • A. Mahalia
    Mahalia is a British R&B and soul singer-songwriter known for her smooth vocals and introspective, relationship-focused lyrics.
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Jean Toomer
    Jean Toomer was an American writer best known for his modernist, genre-blending book "Cane," a landmark work in early 20th-century African American literature.
  • D. Lonnie Lynn
    Lonnie Lynn was an American jazz musician and poet best known as the father of rapper Common and for his spoken-word appearances on his son's albums.
  • E. Florence King
    Florence King was an American novelist, essayist, and columnist known for her sharp wit, conservative commentary, and acerbic reflections on Southern culture and gender.
  • 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_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_69a4d042a590819096ed622dc6bcf8e4 completed March 1, 2026, 11:48 p.m.
NEDg Description generation batch_69a4d0a6aa508190b8a29de838d2dbb0 completed March 1, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69a4d114973c81908c3d8fb393f9ee14 completed March 1, 2026, 11:51 p.m.
Created at: March 1, 2026, 7:32 p.m.