Triple

T523703
Position Surface form Disambiguated ID Type / Status
Subject Be E10871 entity
Predicate includesTrack P3284 FINISHED
Object They Say
"They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
 E67289 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: They Say | Statement: [Be, includesTrack, They Say]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: They Say
Context triple: [Be, includesTrack, They Say]
  • A. Things You Say
    "Things You Say" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
  • B. Heard 'Em Say
    "Heard 'Em Say" is a reflective, soulful hip-hop song by Kanye West featuring Adam Levine, known for its introspective lyrics and mellow production.
  • C. Say You Will
    "Say You Will" is the introspective opening track from Kanye West’s album 808s & Heartbreak, known for its minimalist production and emotionally raw lyrics.
  • D. Song to Song
    Song to Song is a 2017 experimental romantic drama film directed by Terrence Malick, known for its impressionistic narrative, Austin music-scene setting, and fluid, visually striking cinematography.
  • E. Say Something
    "Say Something" is a 2013 emotional pop ballad by A Great Big World featuring Christina Aguilera that gained widespread acclaim for its sparse piano arrangement and heartfelt vocals.
  • 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: They Say
Triple: [Be, includesTrack, They Say]
Generated description
"They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: They Say
Target entity description: "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • A. Things You Say
    "Things You Say" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
  • B. Heard 'Em Say
    "Heard 'Em Say" is a reflective, soulful hip-hop song by Kanye West featuring Adam Levine, known for its introspective lyrics and mellow production.
  • C. Say You Will
    "Say You Will" is the introspective opening track from Kanye West’s album 808s & Heartbreak, known for its minimalist production and emotionally raw lyrics.
  • D. Song to Song
    Song to Song is a 2017 experimental romantic drama film directed by Terrence Malick, known for its impressionistic narrative, Austin music-scene setting, and fluid, visually striking cinematography.
  • E. Say Something
    "Say Something" is a 2013 emotional pop ballad by A Great Big World featuring Christina Aguilera that gained widespread acclaim for its sparse piano arrangement and heartfelt vocals.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4c66b91608190aff4623917cf3ae2 completed March 1, 2026, 11:06 p.m.
NEDg Description generation batch_69a4c735b70c8190b281c88bc8a4f888 completed March 1, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_69a4c7a59c4881908d13d0f7eb0ba334 completed March 1, 2026, 11:11 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.