Triple

T1305310
Position Surface form Disambiguated ID Type / Status
Subject John Lennon E27860 entity
Predicate notableWork P4 FINISHED
Object All You Need Is Love
"All You Need Is Love" is a famous 1967 Beatles anthem, written primarily by John Lennon, that became an enduring symbol of the 1960s peace and love movement.
 E149203 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: All You Need Is Love | Statement: [John Lennon, notableWork, All You Need Is Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: All You Need Is Love
Context triple: [John Lennon, notableWork, All You Need Is Love]
  • A. What the World Needs Now Is Love
    "What the World Needs Now Is Love" is a 1965 pop standard and peace anthem, best known in its hit recording by Jackie DeShannon, that pleads for universal love and compassion.
  • B. Oh Love
    "Oh Love" is a pop-punk song by Green Day, released as the lead single from their 2012 album ¡Uno!.
  • C. Hey Jude
    "Hey Jude" is a 1968 Beatles song written primarily by Paul McCartney, renowned for its uplifting message and extended sing-along coda.
  • D. She Loves You
    "She Loves You" is one of The Beatles' most famous early hit singles, known for its catchy "yeah, yeah, yeah" refrain and major impact on Beatlemania in the 1960s.
  • E. I Want to Hold Your Hand
    "I Want to Hold Your Hand" is a landmark 1963 pop-rock single by the Beatles that became their first U.S. number-one hit and a defining song of the British Invasion.
  • 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: All You Need Is Love
Triple: [John Lennon, notableWork, All You Need Is Love]
Generated description
"All You Need Is Love" is a famous 1967 Beatles anthem, written primarily by John Lennon, that became an enduring symbol of the 1960s peace and love movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: All You Need Is Love
Target entity description: "All You Need Is Love" is a famous 1967 Beatles anthem, written primarily by John Lennon, that became an enduring symbol of the 1960s peace and love movement.
  • A. What the World Needs Now Is Love
    "What the World Needs Now Is Love" is a 1965 pop standard and peace anthem, best known in its hit recording by Jackie DeShannon, that pleads for universal love and compassion.
  • B. Oh Love
    "Oh Love" is a pop-punk song by Green Day, released as the lead single from their 2012 album ¡Uno!.
  • C. Hey Jude
    "Hey Jude" is a 1968 Beatles song written primarily by Paul McCartney, renowned for its uplifting message and extended sing-along coda.
  • D. She Loves You
    "She Loves You" is one of The Beatles' most famous early hit singles, known for its catchy "yeah, yeah, yeah" refrain and major impact on Beatlemania in the 1960s.
  • E. I Want to Hold Your Hand
    "I Want to Hold Your Hand" is a landmark 1963 pop-rock single by the Beatles that became their first U.S. number-one hit and a defining song of the British Invasion.
  • 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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c13524d481909e8f5bb2ab91f6e4 completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb306e3cc8190997cda8aaedbcebb completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb3cbdf6881908d52fa203d025b36 completed March 7, 2026, 11:25 p.m.
NED2 Entity disambiguation (via description) batch_69acb43a4384819082daa9fe42e84aa2 completed March 7, 2026, 11:26 p.m.
Created at: March 1, 2026, 7:51 p.m.