Triple

T17837125
Position Surface form Disambiguated ID Type / Status
Subject Love E445418 entity
Predicate notableWork P4 FINISHED
Object Forever Changes
Forever Changes is a critically acclaimed 1967 psychedelic rock album by the Los Angeles band Love, renowned for its intricate arrangements and enduring influence on popular music.
E1291403 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: Forever Changes | Statement: [Love, notableWork, Forever Changes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forever Changes
Context triple: [Love, notableWork, Forever Changes]
  • A. Everything Changes
    "Everything Changes" is a hit pop song by British boy band Take That, released in 1994 as the title track from their second studio album.
  • B. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • C. Looking for Changes
    "Looking for Changes" is a song by Paul McCartney from his 1993 album "Off the Ground," noted for its animal rights theme and rock-oriented sound.
  • D. Music of Changes
    Music of Changes is a groundbreaking 1951 solo piano composition by John Cage that pioneered the use of chance operations in Western art music.
  • E. The Change
    The Change is a British comedy-drama television series created by and starring comedian Bridget Christie, known for its witty and feminist take on a woman’s midlife crisis.
  • 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: Forever Changes
Triple: [Love, notableWork, Forever Changes]
Generated description
Forever Changes is a critically acclaimed 1967 psychedelic rock album by the Los Angeles band Love, renowned for its intricate arrangements and enduring influence on popular music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forever Changes
Target entity description: Forever Changes is a critically acclaimed 1967 psychedelic rock album by the Los Angeles band Love, renowned for its intricate arrangements and enduring influence on popular music.
  • A. Everything Changes
    "Everything Changes" is a hit pop song by British boy band Take That, released in 1994 as the title track from their second studio album.
  • B. Everything Changes
    "Everything Changes" is a 2011 studio album by British musician Julian Lennon that marked his return to recording after a long hiatus.
  • C. Looking for Changes
    "Looking for Changes" is a song by Paul McCartney from his 1993 album "Off the Ground," noted for its animal rights theme and rock-oriented sound.
  • D. Music of Changes
    Music of Changes is a groundbreaking 1951 solo piano composition by John Cage that pioneered the use of chance operations in Western art music.
  • E. The Change
    The Change is a hip-hop album by rapper Noreaga (N.O.R.E.) that preceded his 1998 video compilation release "Banned from T.V."
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d28c14881909033abd09bbdb135 completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306fa32e481908ef71c18b6f37d59 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a030804acf081908b4f00aa4e45e842 completed May 12, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0308a29f1081909a44c221aefb723c completed May 12, 2026, 11:01 a.m.
Created at: April 10, 2026, 10:16 a.m.