Triple

T13793254
Position Surface form Disambiguated ID Type / Status
Subject Roger Troutman E331450 entity
Predicate associatedAct P37 FINISHED
Object Shirley Murdock
Shirley Murdock is an American R&B and gospel singer best known for her 1986 hit single "As We Lay" and her powerful, church-trained vocal style.
E1100105 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: Shirley Murdock | Statement: [Roger Troutman, associatedAct, Shirley Murdock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shirley Murdock
Context triple: [Roger Troutman, associatedAct, Shirley Murdock]
  • A. Shirley Franklin
    Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
  • B. Lelia McWilliams
    Lelia McWilliams, better known as A'Lelia Walker, was an American businesswoman and patron of the arts who played a prominent role in Harlem's cultural life during the Harlem Renaissance.
  • C. Shirley Yarbrough
    Shirley Yarbrough was the wife of prominent civil rights leader and presidential adviser Vernon E. Jordan Jr.
  • D. Beverly Franklin
    Beverly Franklin is a person notable enough to be recognized as a significant bearer of the surname Franklin.
  • E. Beverlee McKinsey
    Beverlee McKinsey was a highly acclaimed American soap opera actress best known for her powerful, sophisticated portrayals on daytime dramas such as Another World and Guiding Light.
  • 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: Shirley Murdock
Triple: [Roger Troutman, associatedAct, Shirley Murdock]
Generated description
Shirley Murdock is an American R&B and gospel singer best known for her 1986 hit single "As We Lay" and her powerful, church-trained vocal style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shirley Murdock
Target entity description: Shirley Murdock is an American R&B and gospel singer best known for her 1986 hit single "As We Lay" and her powerful, church-trained vocal style.
  • A. Shirley Franklin
    Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
  • B. Lelia McWilliams
    Lelia McWilliams, better known as A'Lelia Walker, was an American businesswoman and patron of the arts who played a prominent role in Harlem's cultural life during the Harlem Renaissance.
  • C. Shirley Yarbrough
    Shirley Yarbrough was the wife of prominent civil rights leader and presidential adviser Vernon E. Jordan Jr.
  • D. Beverly Franklin
    Beverly Franklin is a person notable enough to be recognized as a significant bearer of the surname Franklin.
  • E. Beverlee McKinsey
    Beverlee McKinsey was a highly acclaimed American soap opera actress best known for her powerful, sophisticated portrayals on daytime dramas such as Another World and Guiding Light.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd6474da3081909be6b892ef8cc73e completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd659e9bc88190afae75050613b0d4 completed May 8, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69fd65fd765c8190bd1e4ae06c3e9eed completed May 8, 2026, 4:26 a.m.
Created at: April 9, 2026, 10:11 p.m.