Triple

T18357632
Position Surface form Disambiguated ID Type / Status
Subject Flying E439835 entity
Predicate creditedSongwriters P32057 FINISHED
Object Lennon–McCartney–Harrison–Starkey
Lennon–McCartney–Harrison–Starkey is the collective songwriting credit occasionally used for songs written collaboratively by all four members of The Beatles—John Lennon, Paul McCartney, George Harrison, and Ringo Starr.
E1360101 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: Lennon–McCartney–Harrison–Starkey | Statement: [Flying, creditedSongwriters, Lennon–McCartney–Harrison–Starkey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lennon–McCartney–Harrison–Starkey
Context triple: [Flying, creditedSongwriters, Lennon–McCartney–Harrison–Starkey]
  • A. Lennon–McCartney
    Lennon–McCartney is the legendary songwriting partnership of John Lennon and Paul McCartney, responsible for many of The Beatles’ most famous and influential songs.
  • B. Paul McCartney and Wings
    Paul McCartney and Wings was a 1970s rock band formed by former Beatle Paul McCartney that achieved major commercial success with hits like "Band on the Run" and "Live and Let Die."
  • C. Paul McCartney and Stevie Wonder
    Paul McCartney and Stevie Wonder are legendary musicians—McCartney a former Beatle and prolific songwriter, and Wonder a pioneering soul and R&B artist—who collaborated on notable pop hits.
  • D. The Beatles
    The Beatles were a groundbreaking British rock band from Liverpool whose innovative songwriting, studio experimentation, and cultural impact helped redefine popular music in the 1960s and beyond.
  • E. Paul McCartney
    Paul McCartney is an English singer, songwriter, and multi-instrumentalist best known as a member of The Beatles and one of the most successful and influential musicians in popular music history.
  • 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: Lennon–McCartney–Harrison–Starkey
Triple: [Flying, creditedSongwriters, Lennon–McCartney–Harrison–Starkey]
Generated description
Lennon–McCartney–Harrison–Starkey is the collective songwriting credit occasionally used for songs written collaboratively by all four members of The Beatles—John Lennon, Paul McCartney, George Harrison, and Ringo Starr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lennon–McCartney–Harrison–Starkey
Target entity description: Lennon–McCartney–Harrison–Starkey is the collective songwriting credit occasionally used for songs written collaboratively by all four members of The Beatles—John Lennon, Paul McCartney, George Harrison, and Ringo Starr.
  • A. Lennon–McCartney
    Lennon–McCartney is the legendary songwriting partnership of John Lennon and Paul McCartney, responsible for many of The Beatles’ most famous and influential songs.
  • B. Paul McCartney and Wings
    Paul McCartney and Wings was a 1970s rock band formed by former Beatle Paul McCartney that achieved major commercial success with hits like "Band on the Run" and "Live and Let Die."
  • C. Paul McCartney and Stevie Wonder
    Paul McCartney and Stevie Wonder are legendary musicians—McCartney a former Beatle and prolific songwriter, and Wonder a pioneering soul and R&B artist—who collaborated on notable pop hits.
  • D. The Beatles
    The Beatles were a groundbreaking British rock band from Liverpool whose innovative songwriting, studio experimentation, and cultural impact helped redefine popular music in the 1960s and beyond.
  • E. Paul McCartney
    Paul McCartney is an English singer, songwriter, and multi-instrumentalist best known as a member of The Beatles and one of the most successful and influential musicians in popular music history.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e516d88bc481909bcfd2e8984b7216 completed April 19, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05e6528cf08190a304eebf76d8b79b completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e96742c8819086680fb949f8f1bc completed May 14, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_6a05ea69dea48190b97663a859645200 completed May 14, 2026, 3:29 p.m.
Created at: April 10, 2026, 10:37 a.m.