Triple

T19258242
Position Surface form Disambiguated ID Type / Status
Subject Take Me All the Way E481576 entity
Predicate producer P490 FINISHED
Object Skip Scarborough
Skip Scarborough was an American songwriter and producer best known for crafting smooth R&B and soul hits in the 1970s and 1980s.
E1366952 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: Skip Scarborough | Statement: [Take Me All the Way, producer, Skip Scarborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skip Scarborough
Context triple: [Take Me All the Way, producer, Skip Scarborough]
  • A. Mark Brinkley
    Mark Brinkley is a British writer and self-build expert best known for his practical guides on house construction and renovation.
  • B. Ed Scott
    Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
  • C. Tom LaGarde
    Tom LaGarde is a former American professional basketball player and Olympic gold medalist who played as a center/forward in the NBA during the late 1970s and early 1980s.
  • D. Gary McCarthy
    Gary McCarthy is an American politician who serves as the mayor of Schenectady, New York.
  • E. Kevin Sullivan
    Kevin Sullivan is a name shared by several notable individuals, including a Canadian film and television producer, an American professional wrestler and booker, and various other public figures in sports, media, and politics.
  • 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: Skip Scarborough
Triple: [Take Me All the Way, producer, Skip Scarborough]
Generated description
Skip Scarborough was an American songwriter and producer best known for crafting smooth R&B and soul hits in the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skip Scarborough
Target entity description: Skip Scarborough was an American songwriter and producer best known for crafting smooth R&B and soul hits in the 1970s and 1980s.
  • A. Mark Brinkley
    Mark Brinkley is a British writer and self-build expert best known for his practical guides on house construction and renovation.
  • B. Ed Scott
    Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
  • C. Tom LaGarde
    Tom LaGarde is a former American professional basketball player and Olympic gold medalist who played as a center/forward in the NBA during the late 1970s and early 1980s.
  • D. Gary McCarthy
    Gary McCarthy is an American politician who serves as the mayor of Schenectady, New York.
  • E. Kevin Sullivan
    Kevin Sullivan is a name shared by several notable individuals, including a Canadian film and television producer, an American professional wrestler and booker, and various other public figures in sports, media, and politics.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb8752488190ae2dfd2d79373a4b completed April 20, 2026, 10:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705eb7c4c81909b3539889503669b completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a07070fe8688190a0abee0361a2abba completed May 15, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a070bcdf19c8190a4f734052d5f3573 completed May 15, 2026, 12:04 p.m.
Created at: April 10, 2026, 1:28 p.m.