Triple

T9110175
Position Surface form Disambiguated ID Type / Status
Subject After the Love Has Gone E218579 entity
Predicate performer P1363 FINISHED
Object Andrew Woolfolk
Andrew Woolfolk was an American saxophonist best known as a longtime member of Earth, Wind & Fire, contributing to many of the band's classic hits.
 E778792 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: Andrew Woolfolk | Statement: [After the Love Has Gone, performer, Andrew Woolfolk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Woolfolk
Context triple: [After the Love Has Gone, performer, Andrew Woolfolk]
  • A. Aaron Wolfe
    Aaron Wolfe is a pseudonym used by bestselling suspense and horror novelist Dean Koontz.
  • B. Wylie Watson
    Wylie Watson was a Scottish character actor known for his memorable supporting roles in British films of the 1930s and 1940s, often playing mild-mannered or eccentric figures.
  • C. Ryan Wolfe
    Ryan Wolfe is a meticulous and ambitious trace evidence specialist and crime scene investigator featured as a central character on the television series CSI: Miami.
  • D. Leon Wilkeson
    Leon Wilkeson was the longtime bassist for the Southern rock band Lynyrd Skynyrd, known for his melodic playing and distinctive stage presence.
  • E. Matt Wolpert
    Matt Wolpert is a television writer and producer best known for co-creating the alternate-history space drama series "For All Mankind."
  • 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: Andrew Woolfolk
Triple: [After the Love Has Gone, performer, Andrew Woolfolk]
Generated description
Andrew Woolfolk was an American saxophonist best known as a longtime member of Earth, Wind & Fire, contributing to many of the band's classic hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Woolfolk
Target entity description: Andrew Woolfolk was an American saxophonist best known as a longtime member of Earth, Wind & Fire, contributing to many of the band's classic hits.
  • A. Aaron Wolfe
    Aaron Wolfe is a pseudonym used by bestselling suspense and horror novelist Dean Koontz.
  • B. Wylie Watson
    Wylie Watson was a Scottish character actor known for his memorable supporting roles in British films of the 1930s and 1940s, often playing mild-mannered or eccentric figures.
  • C. Ryan Wolfe
    Ryan Wolfe is a meticulous and ambitious trace evidence specialist and crime scene investigator featured as a central character on the television series CSI: Miami.
  • D. Leon Wilkeson
    Leon Wilkeson was the longtime bassist for the Southern rock band Lynyrd Skynyrd, known for his melodic playing and distinctive stage presence.
  • E. Matt Wolpert
    Matt Wolpert is a television writer and producer best known for co-creating the alternate-history space drama series "For All Mankind."
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca845d9b0819084230e7cdd92dee0 completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d03038dba48190991cb76576349bc3 completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d031a55a88819090cea52b192e9f55 completed April 3, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69d03252748c8190bd362f205a6fc20a completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:16 p.m.