Triple

T1864467
Position Surface form Disambiguated ID Type / Status
Subject Almost Doesn't Count E34888 entity
Predicate writer P1360 FINISHED
Object Shelly Peiken
Shelly Peiken is an American songwriter best known for penning numerous pop and R&B hits for major artists in the 1990s and 2000s.
E306982 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: Shelly Peiken | Statement: [Almost Doesn't Count, writer, Shelly Peiken]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shelly Peiken
Context triple: [Almost Doesn't Count, writer, Shelly Peiken]
  • A. Amy Eshleman
    Amy Eshleman is an American former public librarian and education advocate best known as the wife of former Chicago mayor Lori Lightfoot.
  • B. Cheryl Alley
    Cheryl Alley, also known as Cheryl Howard, is an American writer and actress best known as the longtime wife of filmmaker Ron Howard.
  • C. Patti Hansen
    Patti Hansen is an American model and actress who rose to prominence in the 1970s fashion world and later married Rolling Stones guitarist Keith Richards.
  • D. Sharon Sheeley
    Sharon Sheeley was an American songwriter best known for penning early rock and roll hits and for her collaborations with artists like Ricky Nelson and Eddie Cochran.
  • E. Christine Kuehbeck
    Christine Kuehbeck is a former model best known as the wife of American investigative journalist and author Carl Bernstein.
  • 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: Shelly Peiken
Triple: [Almost Doesn't Count, writer, Shelly Peiken]
Generated description
Shelly Peiken is an American songwriter best known for penning numerous pop and R&B hits for major artists in the 1990s and 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shelly Peiken
Target entity description: Shelly Peiken is an American songwriter best known for penning numerous pop and R&B hits for major artists in the 1990s and 2000s.
  • A. Amy Eshleman
    Amy Eshleman is an American former public librarian and education advocate best known as the wife of former Chicago mayor Lori Lightfoot.
  • B. Cheryl Alley
    Cheryl Alley, also known as Cheryl Howard, is an American writer and actress best known as the longtime wife of filmmaker Ron Howard.
  • C. Patti Hansen
    Patti Hansen is an American model and actress who rose to prominence in the 1970s fashion world and later married Rolling Stones guitarist Keith Richards.
  • D. Sharon Sheeley
    Sharon Sheeley was an American songwriter best known for penning early rock and roll hits and for her collaborations with artists like Ricky Nelson and Eddie Cochran.
  • E. Christine Kuehbeck
    Christine Kuehbeck is a former model best known as the wife of American investigative journalist and author Carl Bernstein.
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb0a0b4b881908b07c07db624701d completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69b030ef8fac81908c14d71afe329fe8 completed March 10, 2026, 2:55 p.m.
NEDg Description generation batch_69b03549ed388190b478614397076361 completed March 10, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69b035f849888190a5b9ee15aa456522 completed March 10, 2026, 3:17 p.m.
Created at: March 4, 2026, 7:34 p.m.