Triple

T5627281
Position Surface form Disambiguated ID Type / Status
Subject So Many Tears E147748 entity
Predicate writer P1360 FINISHED
Object David Spradley
David Spradley is an American songwriter and producer best known for his work in R&B and funk music, including contributions to hit songs like "So Many Tears."
 E549106 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: David Spradley | Statement: [So Many Tears, writer, David Spradley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Spradley
Context triple: [So Many Tears, writer, David Spradley]
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. David Stavens
    David Stavens is an entrepreneur and computer scientist best known as a co-founder of the online education platform Udacity.
  • C. David Scearce
    David Scearce is a Canadian screenwriter best known for adapting Christopher Isherwood’s novel into the acclaimed film "A Single Man."
  • D. Jean Paul Blodgett
    Jean Paul Blodgett is an individual notable enough to be specifically cited as a bearer of the surname Blodgett.
  • E. David Sullivan
    David Sullivan is a British businessman and former pornography and media magnate best known as the co-owner and long-serving chairman of Premier League football club West Ham United.
  • 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: David Spradley
Triple: [So Many Tears, writer, David Spradley]
Generated description
David Spradley is an American songwriter and producer best known for his work in R&B and funk music, including contributions to hit songs like "So Many Tears."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Spradley
Target entity description: David Spradley is an American songwriter and producer best known for his work in R&B and funk music, including contributions to hit songs like "So Many Tears."
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. David Stavens
    David Stavens is an entrepreneur and computer scientist best known as a co-founder of the online education platform Udacity.
  • C. David Scearce
    David Scearce is a Canadian screenwriter best known for adapting Christopher Isherwood’s novel into the acclaimed film "A Single Man."
  • D. Jean Paul Blodgett
    Jean Paul Blodgett is an individual notable enough to be specifically cited as a bearer of the surname Blodgett.
  • E. David Sullivan
    David Sullivan is a British businessman and former pornography and media magnate best known as the co-owner and long-serving chairman of Premier League football club West Ham United.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02239500c8190ad3035e44c3b0670 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097d0234881908f6716979a2ade3a completed March 23, 2026, 1:30 a.m.
NEDg Description generation batch_69c09b9f72cc819089dd9bcde5158426 completed March 23, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69c09be6f6d081908daac4e1b1565ae4 completed March 23, 2026, 1:48 a.m.
Created at: March 22, 2026, 3:40 p.m.