Triple

T13595660
Position Surface form Disambiguated ID Type / Status
Subject Michael McDonald E324811 entity
Predicate notableWork P4 FINISHED
Object What a Fool Believes
"What a Fool Believes" is a Grammy-winning soft rock song, co-written by Michael McDonald and Kenny Loggins and popularized by the Doobie Brothers in 1979.
E1048763 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: What a Fool Believes | Statement: [Michael McDonald, notableWork, What a Fool Believes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: What a Fool Believes
Context triple: [Michael McDonald, notableWork, What a Fool Believes]
  • A. Fool That I Am
    "Fool That I Am" is a soulful ballad best known from its classic rhythm and blues recordings, notably by Etta James.
  • B. Words of a Fool
    "Words of a Fool" is a song by the Bee Gees’ Barry Gibb, later re-recorded for his country-tinged album "Greenfields: The Gibb Brothers' Songbook, Vol. 1."
  • C. Foolin'
    "Foolin'" is a 1983 hard rock power ballad by English band Def Leppard, released as a single from their breakthrough album "Pyromania."
  • D. Like a Fool
    "Like a Fool" is a song performed by singer-songwriter Gretta James, featured in the film *Begin Again* and known for its intimate, acoustic style.
  • E. These Foolish Things
    "These Foolish Things" is a novel by Deborah Moggach that follows a group of British retirees who relocate to a retirement hotel in India, exploring themes of aging, culture clash, and second chances.
  • 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: What a Fool Believes
Triple: [Michael McDonald, notableWork, What a Fool Believes]
Generated description
"What a Fool Believes" is a Grammy-winning soft rock song, co-written by Michael McDonald and Kenny Loggins and popularized by the Doobie Brothers in 1979.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: What a Fool Believes
Target entity description: "What a Fool Believes" is a Grammy-winning soft rock song, co-written by Michael McDonald and Kenny Loggins and popularized by the Doobie Brothers in 1979.
  • A. Fool That I Am
    "Fool That I Am" is a soulful ballad best known from its classic rhythm and blues recordings, notably by Etta James.
  • B. Words of a Fool
    "Words of a Fool" is a song by the Bee Gees’ Barry Gibb, later re-recorded for his country-tinged album "Greenfields: The Gibb Brothers' Songbook, Vol. 1."
  • C. Foolin'
    "Foolin'" is a 1983 hard rock power ballad by English band Def Leppard, released as a single from their breakthrough album "Pyromania."
  • D. Like a Fool
    "Like a Fool" is a song performed by singer-songwriter Gretta James, featured in the film *Begin Again* and known for its intimate, acoustic style.
  • E. These Foolish Things
    "These Foolish Things" is a novel by Deborah Moggach that follows a group of British retirees who relocate to a retirement hotel in India, exploring themes of aging, culture clash, and second chances.
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0590558819080ccc5874a650b1e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc762a08190b5d29cef9923da84 completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77643b0348190962bf23a9857edbe completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f778f01700819099c3e9cbc84f29e4 completed May 3, 2026, 4:33 p.m.
Created at: April 9, 2026, 9:49 p.m.