Triple

T17124524
Position Surface form Disambiguated ID Type / Status
Subject Adam Thorpe E415557 entity
Predicate hasWritten P2831 FINISHED
Object Shifts
"Shifts" is a novel by British writer Adam Thorpe, known for its nuanced exploration of contemporary life and character.
E1251266 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: Shifts | Statement: [Adam Thorpe, hasWritten, Shifts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shifts
Context triple: [Adam Thorpe, hasWritten, Shifts]
  • A. The Night Shift
    The Night Shift is an American medical drama television series that follows the lives of Army veteran doctors working the overnight shift in a San Antonio emergency room.
  • B. Displacements
    Displacements is a conceptual and experimental artwork series by Hungarian artist Dóra Maurer that explores movement, transformation, and spatial perception through systematic visual interventions.
  • C. The Late Shift
    The Late Shift is a 1996 HBO television film that dramatizes the behind-the-scenes battle for the Tonight Show hosting job between Jay Leno and David Letterman.
  • D. Night Shift
    Night Shift is a 1982 comedy film directed by Ron Howard that helped establish Michael Keaton as a major comedic actor.
  • E. Night Shift
    "Night Shift" is a critically acclaimed indie rock song by American singer-songwriter Lucy Dacus, known for its emotionally raw lyrics and slow-building, cathartic arrangement.
  • 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: Shifts
Triple: [Adam Thorpe, hasWritten, Shifts]
Generated description
"Shifts" is a novel by British writer Adam Thorpe, known for its nuanced exploration of contemporary life and character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shifts
Target entity description: "Shifts" is a novel by British writer Adam Thorpe, known for its nuanced exploration of contemporary life and character.
  • A. The Night Shift
    The Night Shift is an American medical drama television series that follows the lives of Army veteran doctors working the overnight shift in a San Antonio emergency room.
  • B. Displacements
    Displacements is a conceptual and experimental artwork series by Hungarian artist Dóra Maurer that explores movement, transformation, and spatial perception through systematic visual interventions.
  • C. The Late Shift
    The Late Shift is a 1996 HBO television film that dramatizes the behind-the-scenes battle for the Tonight Show hosting job between Jay Leno and David Letterman.
  • D. Night Shift
    Night Shift is a 1982 comedy film directed by Ron Howard that helped establish Michael Keaton as a major comedic actor.
  • E. Night Shift
    "Night Shift" is a critically acclaimed indie rock song by American singer-songwriter Lucy Dacus, known for its emotionally raw lyrics and slow-building, cathartic arrangement.
  • 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f025fce481908e261f2e363e14f9 completed April 18, 2026, 8:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a12a7288190911c1be2667916c0 completed May 11, 2026, 2:08 a.m.
NEDg Description generation batch_6a013a8e69388190b8d48d70a28e99bd completed May 11, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a013b6824888190853cf36548507e1b completed May 11, 2026, 2:14 a.m.
Created at: April 10, 2026, 5:36 a.m.