Triple

T17512875
Position Surface form Disambiguated ID Type / Status
Subject Samantha Maloney E426492 entity
Predicate memberOf P10 FINISHED
Object Shift
Shift is an American rock band best known for featuring drummer Samantha Maloney among its members.
E1273396 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: Shift | Statement: [Samantha Maloney, memberOf, Shift]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shift
Context triple: [Samantha Maloney, memberOf, Shift]
  • A. Shifts
    "Shifts" is a novel by British writer Adam Thorpe, known for its nuanced exploration of contemporary life and character.
  • B. Night Shift
    Night Shift is a 1982 comedy film directed by Ron Howard that helped establish Michael Keaton as a major comedic actor.
  • C. 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.
  • D. Night Shift
    "Night Shift" is a track from Nigerian singer-songwriter Juju's music catalog, known for its blend of contemporary Afrobeats and melodic storytelling.
  • E. Night Shift
    "Night Shift" is a 1978 collection of horror and suspense short stories by Stephen King that helped establish his reputation as a master of the genre.
  • 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: Shift
Triple: [Samantha Maloney, memberOf, Shift]
Generated description
Shift is an American rock band best known for featuring drummer Samantha Maloney among its members.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shift
Target entity description: Shift is an American rock band best known for featuring drummer Samantha Maloney among its members.
  • A. Shifts
    "Shifts" is a novel by British writer Adam Thorpe, known for its nuanced exploration of contemporary life and character.
  • B. Night Shift
    Night Shift is a 1982 comedy film directed by Ron Howard that helped establish Michael Keaton as a major comedic actor.
  • C. 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.
  • D. Night Shift
    "Night Shift" is a track from Nigerian singer-songwriter Juju's music catalog, known for its blend of contemporary Afrobeats and melodic storytelling.
  • E. Night Shift
    "Night Shift" is a 1978 collection of horror and suspense short stories by Stephen King that helped establish his reputation as a master of the genre.
  • 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4525d29fc819080851bf744bc78ed completed April 19, 2026, 3:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c93cf2b48190b795d6995e3138ec completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01ca2927f081908856b2d206776e44 completed May 11, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_6a01caa5d0c8819085dea57b00c498e0 completed May 11, 2026, 12:25 p.m.
Created at: April 10, 2026, 5:49 a.m.