Triple

T8516642
Position Surface form Disambiguated ID Type / Status
Subject Derek Luke E201587 entity
Predicate spouse P13 FINISHED
Object Sophia Adella Luke
Sophia Adella Luke is an American actress and singer best known for her work in film and television and her marriage to actor Derek Luke.
E740142 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: Sophia Adella Luke | Statement: [Derek Luke, spouse, Sophia Adella Luke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sophia Adella Luke
Context triple: [Derek Luke, spouse, Sophia Adella Luke]
  • A. Lyla Winston
    Lyla Winston is a recurring character in the television series "Sons of Anarchy," known as Opie Winston’s wife and a former porn star trying to build a more stable life for her family.
  • B. Sophia Jesty
    Sophia Jesty is an American woman known for being one of the plaintiffs challenging Tennessee’s ban on same-sex marriage in the landmark case Tanco v. Haslam.
  • C. Sophia Williams
    Sophia Williams is a fictional character in Patrick O'Brian’s Aubrey–Maturin series, best known as the intelligent and steadfast wife of Royal Navy captain Jack Aubrey.
  • D. Maria Franklin
    Maria Franklin was the first wife of DeWitt Clinton, a prominent early 19th-century New York politician and governor.
  • E. Isabel Scott Rorick
    Isabel Scott Rorick was an American author best known for her humorous "Mr. and Mrs. Cugat" stories, which inspired the radio and television series "My Favorite Husband."
  • 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: Sophia Adella Luke
Triple: [Derek Luke, spouse, Sophia Adella Luke]
Generated description
Sophia Adella Luke is an American actress and singer best known for her work in film and television and her marriage to actor Derek Luke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sophia Adella Luke
Target entity description: Sophia Adella Luke is an American actress and singer best known for her work in film and television and her marriage to actor Derek Luke.
  • A. Lyla Winston
    Lyla Winston is a recurring character in the television series "Sons of Anarchy," known as Opie Winston’s wife and a former porn star trying to build a more stable life for her family.
  • B. Sophia Jesty
    Sophia Jesty is an American woman known for being one of the plaintiffs challenging Tennessee’s ban on same-sex marriage in the landmark case Tanco v. Haslam.
  • C. Sophia Williams
    Sophia Williams is a fictional character in Patrick O'Brian’s Aubrey–Maturin series, best known as the intelligent and steadfast wife of Royal Navy captain Jack Aubrey.
  • D. Maria Franklin
    Maria Franklin was the first wife of DeWitt Clinton, a prominent early 19th-century New York politician and governor.
  • E. Isabel Scott Rorick
    Isabel Scott Rorick was an American author best known for her humorous "Mr. and Mrs. Cugat" stories, which inspired the radio and television series "My Favorite Husband."
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe62550908190af882019d68a904a completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d37df3081909d8d38363b8d2304 completed April 2, 2026, 1:20 p.m.
NEDg Description generation batch_69ce6e69213c8190add7eb9cc74b1a33 completed April 2, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f28ae6481909a8a13613f3eb5e0 completed April 2, 2026, 1:29 p.m.
Created at: March 30, 2026, 6:15 p.m.