Triple

T3653312
Position Surface form Disambiguated ID Type / Status
Subject On the Basis of Sex E77470 entity
Predicate originalSong P31094 FINISHED
Object Here Comes the Change
"Here Comes the Change" is a protest-themed song by Kesha, known for its feminist and political message and for being featured in the film *On the Basis of Sex*.
E375716 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: Here Comes the Change | Statement: [On the Basis of Sex, originalSong, Here Comes the Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Here Comes the Change
Context triple: [On the Basis of Sex, originalSong, Here Comes the Change]
  • A. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • B. A Time of Changes
    A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
  • C. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • D. 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.
  • E. You’ve Come a Long Way, Baby
    "You’ve Come a Long Way, Baby" is a landmark 1998 big beat electronic album by British musician Fatboy Slim, known for its innovative sampling and hit singles like "Praise You" and "The Rockafeller Skank."
  • 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: Here Comes the Change
Triple: [On the Basis of Sex, originalSong, Here Comes the Change]
Generated description
"Here Comes the Change" is a protest-themed song by Kesha, known for its feminist and political message and for being featured in the film *On the Basis of Sex*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Here Comes the Change
Target entity description: "Here Comes the Change" is a protest-themed song by Kesha, known for its feminist and political message and for being featured in the film *On the Basis of Sex*.
  • A. Things Change
    Things Change is a 1988 American comedy-drama film directed by David Mamet about a mistaken-identity scheme involving a humble shoeshiner and the mob.
  • B. A Time of Changes
    A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
  • C. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • D. 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.
  • E. You’ve Come a Long Way, Baby
    "You’ve Come a Long Way, Baby" is a landmark 1998 big beat electronic album by British musician Fatboy Slim, known for its innovative sampling and hit singles like "Praise You" and "The Rockafeller Skank."
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3b805a48190a7bc230a382365d6 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f4541dc8190b794eae019dcffbf completed March 13, 2026, 5:54 p.m.
NEDg Description generation batch_69b45258be648190a98f60bd0cf57faa completed March 13, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69b45eec592481908e2f002aa2127849 completed March 13, 2026, 7:01 p.m.
Created at: March 8, 2026, 3:24 p.m.