Triple

T21463076
Position Surface form Disambiguated ID Type / Status
Subject Play for Today E529522 entity
Predicate notableWork P4 FINISHED
Object Spend, Spend, Spend
Spend, Spend, Spend is a 1977 episode of the BBC anthology drama series Play for Today, dramatizing the true story of football pools winner Viv Nicholson and the consequences of her sudden wealth.
 E1486895 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: Spend, Spend, Spend | Statement: [Play for Today, notableWork, Spend, Spend, Spend]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spend, Spend, Spend
Context triple: [Play for Today, notableWork, Spend, Spend, Spend]
  • A. Spend It
    "Spend It" is a hip hop single best known for its catchy, money-focused lyrics and club-ready production.
  • B. Spendin’ Money
    "Spendin’ Money" is a song featured on the album "R." by American R&B artist R. Kelly.
  • C. Spend That
    "Spend That" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
  • D. Big Spender
    "Big Spender" is a famous show tune from the musical *Sweet Charity*, widely popularized by Shirley Bassey’s powerful and iconic rendition.
  • E. F**k N’ Spend
    F**k N’ Spend is a punk rock song by the band High Speed Scene, known for its fast tempo and irreverent, high-energy style.
  • 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: Spend, Spend, Spend
Triple: [Play for Today, notableWork, Spend, Spend, Spend]
Generated description
Spend, Spend, Spend is a 1977 episode of the BBC anthology drama series Play for Today, dramatizing the true story of football pools winner Viv Nicholson and the consequences of her sudden wealth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spend, Spend, Spend
Target entity description: Spend, Spend, Spend is a 1977 episode of the BBC anthology drama series Play for Today, dramatizing the true story of football pools winner Viv Nicholson and the consequences of her sudden wealth.
  • A. Spend It
    "Spend It" is a hip hop single best known for its catchy, money-focused lyrics and club-ready production.
  • B. Spendin’ Money
    "Spendin’ Money" is a song featured on the album "R." by American R&B artist R. Kelly.
  • C. Spend That
    "Spend That" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
  • D. Big Spender
    "Big Spender" is a famous show tune from the musical *Sweet Charity*, widely popularized by Shirley Bassey’s powerful and iconic rendition.
  • E. F**k N’ Spend
    F**k N’ Spend is a punk rock song by the band High Speed Scene, known for its fast tempo and irreverent, high-energy style.
  • 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_69e0c458133481908ae8b41a12c4edec completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9efdb188190be79b72e1bd18860 completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cff0982c8190a18afe116e2a0391 completed May 17, 2026, 2:25 p.m.
NEDg Description generation batch_6a09d1c0ba9081909da8754af7e2e33d completed May 17, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_6a09d271dc948190bde142334bb360ee completed May 17, 2026, 2:36 p.m.
Created at: April 16, 2026, 6:09 p.m.