Triple

T19544643
Position Surface form Disambiguated ID Type / Status
Subject Ed Ames E489008 entity
Predicate notableSong P4 FINISHED
Object "Who Will Answer?"
"Who Will Answer?" is a 1967 pop song by Ed Ames known for its contemplative lyrics addressing social and existential questions of the era.
E1382415 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: "Who Will Answer?" | Statement: [Ed Ames, notableSong, "Who Will Answer?"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Who Will Answer?"
Context triple: [Ed Ames, notableSong, "Who Will Answer?"]
  • A. "The Answer"
    "The Answer" is an episode of the animated series Steven Universe that explores Garnet’s origin by revealing the love story between Ruby and Sapphire.
  • B. Give Me an Answer
    "Give Me an Answer" is a melancholic, atmospheric indie track by Low Roar, known for its introspective lyrics and ethereal production.
  • C. The Unanswered Question
    The Unanswered Question is a seminal early 20th-century orchestral work by Charles Ives that juxtaposes serene strings with a solo trumpet posing an existential “question” against dissonant woodwind “answers.”
  • D. Ask of You
    "Ask of You" is a smooth R&B song by Raphael Saadiq, best known for its appearance on the "Higher Learning" soundtrack and its success on the mid-1990s R&B charts.
  • E. The Burning Question
    The Burning Question is a book by carbon footprint expert Mike Berners-Lee that explores the climate implications of burning the world’s remaining fossil fuel reserves and argues for urgent systemic change to limit global warming.
  • 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: "Who Will Answer?"
Triple: [Ed Ames, notableSong, "Who Will Answer?"]
Generated description
"Who Will Answer?" is a 1967 pop song by Ed Ames known for its contemplative lyrics addressing social and existential questions of the era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Who Will Answer?"
Target entity description: "Who Will Answer?" is a 1967 pop song by Ed Ames known for its contemplative lyrics addressing social and existential questions of the era.
  • A. "The Answer"
    "The Answer" is an episode of the animated series Steven Universe that explores Garnet’s origin by revealing the love story between Ruby and Sapphire.
  • B. Give Me an Answer
    "Give Me an Answer" is a melancholic, atmospheric indie track by Low Roar, known for its introspective lyrics and ethereal production.
  • C. The Unanswered Question
    The Unanswered Question is a seminal early 20th-century orchestral work by Charles Ives that juxtaposes serene strings with a solo trumpet posing an existential “question” against dissonant woodwind “answers.”
  • D. Ask of You
    "Ask of You" is a smooth R&B song by Raphael Saadiq, best known for its appearance on the "Higher Learning" soundtrack and its success on the mid-1990s R&B charts.
  • E. The Burning Question
    The Burning Question is a book by carbon footprint expert Mike Berners-Lee that explores the climate implications of burning the world’s remaining fossil fuel reserves and argues for urgent systemic change to limit global warming.
  • 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_69d8e8db5b6c8190984b61f91981f575 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63875cf40819088db7c7969be1e3d completed April 20, 2026, 2:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e86e6ec81908c81fece17063d1f completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a07508df47481908243632334ac7dae completed May 15, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_6a07510c6a188190accce6a17202ace8 completed May 15, 2026, 4:59 p.m.
Created at: April 10, 2026, 1:41 p.m.