Triple

T17397230
Position Surface form Disambiguated ID Type / Status
Subject Lost Change E422984 entity
Predicate hasTrack P3284 FINISHED
Object Money Matters
"Money Matters" is a track from the album "Lost Change," showcasing will.i.am’s early solo work blending hip hop and experimental production.
 E1266768 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: Money Matters | Statement: [Lost Change, hasTrack, Money Matters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Money Matters
Context triple: [Lost Change, hasTrack, Money Matters]
  • A. Money
    Money is a personal finance magazine and media brand that provides advice and information on investing, saving, budgeting, and financial planning for consumers.
  • B. Money
    "Money" is a track by American rapper Ludacris from his studio album *Ludaversal*.
  • C. Money
    "Money" is a well-known musical number from the stage production Cabaret that satirically explores greed and the corrupting influence of wealth.
  • D. Money
    Money is a medium of exchange and store of value used to facilitate trade, measure worth, and save wealth in economies worldwide.
  • E. Money
    "Money" is a track by Nigerian rapper Olamide from his debut studio album "YBNL," blending streetwise lyrics with Afro-hip hop production.
  • 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: Money Matters
Triple: [Lost Change, hasTrack, Money Matters]
Generated description
"Money Matters" is a track from the album "Lost Change," showcasing will.i.am’s early solo work blending hip hop and experimental production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Money Matters
Target entity description: "Money Matters" is a track from the album "Lost Change," showcasing will.i.am’s early solo work blending hip hop and experimental production.
  • A. Money
    Money is a personal finance magazine and media brand that provides advice and information on investing, saving, budgeting, and financial planning for consumers.
  • B. Money
    "Money" is a track by American rapper Ludacris from his studio album *Ludaversal*.
  • C. Money
    "Money" is a well-known musical number from the stage production Cabaret that satirically explores greed and the corrupting influence of wealth.
  • D. Money
    Money is a medium of exchange and store of value used to facilitate trade, measure worth, and save wealth in economies worldwide.
  • E. Money
    "Money" is a track by Nigerian rapper Olamide from his debut studio album "YBNL," blending streetwise lyrics with Afro-hip hop production.
  • 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_69d889d710288190bf0f4762801fefae completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43abe6f708190944aad636e1eb9a1 completed April 19, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a00100c48190930c8bf9b6917aa5 completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a176d2488190951bbe07233a37e4 completed May 11, 2026, 9:29 a.m.
NED2 Entity disambiguation (via description) batch_6a01a58b12088190828078c69c4fff4b completed May 11, 2026, 9:46 a.m.
Created at: April 10, 2026, 5:45 a.m.