Triple

T8244923
Position Surface form Disambiguated ID Type / Status
Subject Silver Hammer Award E192827 entity
Predicate notableRecipient P108 FINISHED
Object Becky Spratford
Becky Spratford is a readers’ advisory librarian, consultant, and author known for her expertise in serving leisure readers, particularly in the horror genre.
E721832 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: Becky Spratford | Statement: [Silver Hammer Award, notableRecipient, Becky Spratford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Becky Spratford
Context triple: [Silver Hammer Award, notableRecipient, Becky Spratford]
  • A. Becky Leeman
    Becky Leeman is the ambitious, manipulative beauty pageant contestant and primary antagonist in the dark comedy film "Drop Dead Gorgeous."
  • B. Becky Johnston
    Becky Johnston is an American screenwriter best known for her work on films such as "Seven Years in Tibet" and "The Prince of Tides."
  • C. Lindsay Brunnock
    Lindsay Brunnock is a British art director known for her work in film and television and for being married to actor and director Kenneth Branagh.
  • D. Kimberlea Cloughley
    Kimberlea Cloughley is an American photographer best known for her marriage to actor Tommy Lee Jones.
  • E. Katie Blackburn
    Katie Blackburn is an American football executive who serves as the executive vice president of the Cincinnati Bengals and is one of the most prominent female leaders in the NFL.
  • 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: Becky Spratford
Triple: [Silver Hammer Award, notableRecipient, Becky Spratford]
Generated description
Becky Spratford is a readers’ advisory librarian, consultant, and author known for her expertise in serving leisure readers, particularly in the horror genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Becky Spratford
Target entity description: Becky Spratford is a readers’ advisory librarian, consultant, and author known for her expertise in serving leisure readers, particularly in the horror genre.
  • A. Becky Leeman
    Becky Leeman is the ambitious, manipulative beauty pageant contestant and primary antagonist in the dark comedy film "Drop Dead Gorgeous."
  • B. Becky Johnston
    Becky Johnston is an American screenwriter best known for her work on films such as "Seven Years in Tibet" and "The Prince of Tides."
  • C. Lindsay Brunnock
    Lindsay Brunnock is a British art director known for her work in film and television and for being married to actor and director Kenneth Branagh.
  • D. Kimberlea Cloughley
    Kimberlea Cloughley is an American photographer best known for her marriage to actor Tommy Lee Jones.
  • E. Katie Blackburn
    Katie Blackburn is an American football executive who serves as the executive vice president of the Cincinnati Bengals and is one of the most prominent female leaders in the NFL.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7872f6d481909ea1d3c2aad1a2b1 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd352b1a288190bd13ef84bef7fa1c completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd36ef47e88190ae96ea2459552247 completed April 1, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69cd4edfda788190a29f5d9a7a61f6ed completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:47 p.m.